Commit
·
6e9b42b
1
Parent(s):
76c78af
Add C-MTEB retrieval results
Browse files
README.md
CHANGED
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@@ -4,10 +4,2342 @@ base_model:
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language:
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- en
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- zh
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|
| 7 |
tags:
|
| 8 |
- sentence-transformers
|
| 9 |
- transformers
|
| 10 |
- sentence-similarity
|
|
|
|
| 11 |
---
|
| 12 |
# INF-Retriever-v1
|
| 13 |
## Model Overview
|
|
|
|
| 4 |
language:
|
| 5 |
- en
|
| 6 |
- zh
|
| 7 |
+
model-index:
|
| 8 |
+
- name: infly/inf-retriever-v1
|
| 9 |
+
results:
|
| 10 |
+
- dataset:
|
| 11 |
+
config: default
|
| 12 |
+
name: MTEB CmedqaRetrieval (default)
|
| 13 |
+
revision: cd540c506dae1cf9e9a59c3e06f42030d54e7301
|
| 14 |
+
split: dev
|
| 15 |
+
type: C-MTEB/CmedqaRetrieval
|
| 16 |
+
metrics:
|
| 17 |
+
- type: ndcg_at_1
|
| 18 |
+
value: 38.21
|
| 19 |
+
- type: ndcg_at_3
|
| 20 |
+
value: 38.438
|
| 21 |
+
- type: ndcg_at_5
|
| 22 |
+
value: 40.443
|
| 23 |
+
- type: ndcg_at_10
|
| 24 |
+
value: 43.306
|
| 25 |
+
- type: ndcg_at_20
|
| 26 |
+
value: 46.183
|
| 27 |
+
- type: ndcg_at_100
|
| 28 |
+
value: 50.646
|
| 29 |
+
- type: ndcg_at_1000
|
| 30 |
+
value: 52.82
|
| 31 |
+
- type: map_at_1
|
| 32 |
+
value: 25.153
|
| 33 |
+
- type: map_at_3
|
| 34 |
+
value: 33.038000000000004
|
| 35 |
+
- type: map_at_5
|
| 36 |
+
value: 35.228
|
| 37 |
+
- type: map_at_10
|
| 38 |
+
value: 36.924
|
| 39 |
+
- type: map_at_20
|
| 40 |
+
value: 37.96
|
| 41 |
+
- type: map_at_100
|
| 42 |
+
value: 38.792
|
| 43 |
+
- type: map_at_1000
|
| 44 |
+
value: 38.914
|
| 45 |
+
- type: recall_at_1
|
| 46 |
+
value: 25.153
|
| 47 |
+
- type: recall_at_3
|
| 48 |
+
value: 38.253
|
| 49 |
+
- type: recall_at_5
|
| 50 |
+
value: 44.507999999999996
|
| 51 |
+
- type: recall_at_10
|
| 52 |
+
value: 53.012
|
| 53 |
+
- type: recall_at_20
|
| 54 |
+
value: 62.915
|
| 55 |
+
- type: recall_at_100
|
| 56 |
+
value: 83.487
|
| 57 |
+
- type: recall_at_1000
|
| 58 |
+
value: 98.059
|
| 59 |
+
- type: precision_at_1
|
| 60 |
+
value: 38.21
|
| 61 |
+
- type: precision_at_3
|
| 62 |
+
value: 21.605
|
| 63 |
+
- type: precision_at_5
|
| 64 |
+
value: 15.664
|
| 65 |
+
- type: precision_at_10
|
| 66 |
+
value: 9.585
|
| 67 |
+
- type: precision_at_20
|
| 68 |
+
value: 5.731
|
| 69 |
+
- type: precision_at_100
|
| 70 |
+
value: 1.545
|
| 71 |
+
- type: precision_at_1000
|
| 72 |
+
value: 0.183
|
| 73 |
+
- type: mrr_at_1
|
| 74 |
+
value: 38.2096
|
| 75 |
+
- type: mrr_at_3
|
| 76 |
+
value: 43.6776
|
| 77 |
+
- type: mrr_at_5
|
| 78 |
+
value: 44.992900000000006
|
| 79 |
+
- type: mrr_at_10
|
| 80 |
+
value: 46.0602
|
| 81 |
+
- type: mrr_at_20
|
| 82 |
+
value: 46.6425
|
| 83 |
+
- type: mrr_at_100
|
| 84 |
+
value: 47.0609
|
| 85 |
+
- type: mrr_at_1000
|
| 86 |
+
value: 47.1081
|
| 87 |
+
- type: nauc_ndcg_at_1_max
|
| 88 |
+
value: 47.2941
|
| 89 |
+
- type: nauc_ndcg_at_1_std
|
| 90 |
+
value: 1.1506
|
| 91 |
+
- type: nauc_ndcg_at_1_diff1
|
| 92 |
+
value: 65.07300000000001
|
| 93 |
+
- type: nauc_ndcg_at_3_max
|
| 94 |
+
value: 40.0306
|
| 95 |
+
- type: nauc_ndcg_at_3_std
|
| 96 |
+
value: -2.1843999999999997
|
| 97 |
+
- type: nauc_ndcg_at_3_diff1
|
| 98 |
+
value: 55.63550000000001
|
| 99 |
+
- type: nauc_ndcg_at_5_max
|
| 100 |
+
value: 38.4437
|
| 101 |
+
- type: nauc_ndcg_at_5_std
|
| 102 |
+
value: -2.8594
|
| 103 |
+
- type: nauc_ndcg_at_5_diff1
|
| 104 |
+
value: 54.3432
|
| 105 |
+
- type: nauc_ndcg_at_10_max
|
| 106 |
+
value: 37.9058
|
| 107 |
+
- type: nauc_ndcg_at_10_std
|
| 108 |
+
value: -2.2464
|
| 109 |
+
- type: nauc_ndcg_at_10_diff1
|
| 110 |
+
value: 53.2127
|
| 111 |
+
- type: nauc_ndcg_at_20_max
|
| 112 |
+
value: 38.6325
|
| 113 |
+
- type: nauc_ndcg_at_20_std
|
| 114 |
+
value: -1.4661
|
| 115 |
+
- type: nauc_ndcg_at_20_diff1
|
| 116 |
+
value: 53.0613
|
| 117 |
+
- type: nauc_ndcg_at_100_max
|
| 118 |
+
value: 40.2745
|
| 119 |
+
- type: nauc_ndcg_at_100_std
|
| 120 |
+
value: 1.2013
|
| 121 |
+
- type: nauc_ndcg_at_100_diff1
|
| 122 |
+
value: 53.5367
|
| 123 |
+
- type: nauc_ndcg_at_1000_max
|
| 124 |
+
value: 40.773199999999996
|
| 125 |
+
- type: nauc_ndcg_at_1000_std
|
| 126 |
+
value: 0.4336
|
| 127 |
+
- type: nauc_ndcg_at_1000_diff1
|
| 128 |
+
value: 54.4837
|
| 129 |
+
- type: nauc_map_at_1_max
|
| 130 |
+
value: 29.7667
|
| 131 |
+
- type: nauc_map_at_1_std
|
| 132 |
+
value: -6.5036
|
| 133 |
+
- type: nauc_map_at_1_diff1
|
| 134 |
+
value: 55.916
|
| 135 |
+
- type: nauc_map_at_3_max
|
| 136 |
+
value: 34.8091
|
| 137 |
+
- type: nauc_map_at_3_std
|
| 138 |
+
value: -5.9474
|
| 139 |
+
- type: nauc_map_at_3_diff1
|
| 140 |
+
value: 54.0836
|
| 141 |
+
- type: nauc_map_at_5_max
|
| 142 |
+
value: 35.9765
|
| 143 |
+
- type: nauc_map_at_5_std
|
| 144 |
+
value: -5.1715
|
| 145 |
+
- type: nauc_map_at_5_diff1
|
| 146 |
+
value: 53.89960000000001
|
| 147 |
+
- type: nauc_map_at_10_max
|
| 148 |
+
value: 36.7189
|
| 149 |
+
- type: nauc_map_at_10_std
|
| 150 |
+
value: -4.2277000000000005
|
| 151 |
+
- type: nauc_map_at_10_diff1
|
| 152 |
+
value: 53.570499999999996
|
| 153 |
+
- type: nauc_map_at_20_max
|
| 154 |
+
value: 37.327799999999996
|
| 155 |
+
- type: nauc_map_at_20_std
|
| 156 |
+
value: -3.7319
|
| 157 |
+
- type: nauc_map_at_20_diff1
|
| 158 |
+
value: 53.662299999999995
|
| 159 |
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type: Retrieval
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- dataset:
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config: default
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name: MTEB CovidRetrieval (default)
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value: 47.1235
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value: 32.2476
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value: 19.6877
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- type: main_score
|
| 880 |
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value: 90.816
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| 881 |
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task:
|
| 882 |
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type: Retrieval
|
| 883 |
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- dataset:
|
| 884 |
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config: default
|
| 885 |
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name: MTEB EcomRetrieval (default)
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| 886 |
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revision: 687de13dc7294d6fd9be10c6945f9e8fec8166b9
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split: dev
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| 888 |
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type: C-MTEB/EcomRetrieval
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| 890 |
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value: 55.900000000000006
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value: 72.024
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value: 73.20400000000001
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value: 66.33099999999999
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value: 73.1
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value: 9.5736
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value: 68.50110000000001
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| 1171 |
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value: 70.678
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| 1172 |
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task:
|
| 1173 |
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type: Retrieval
|
| 1174 |
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- dataset:
|
| 1175 |
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config: default
|
| 1176 |
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name: MTEB MMarcoRetrieval (default)
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| 1177 |
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revision: 539bbde593d947e2a124ba72651aafc09eb33fc2
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| 1178 |
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split: dev
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| 1179 |
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type: C-MTEB/MMarcoRetrieval
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| 1180 |
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metrics:
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value: 80.333
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value: 81.349
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| 1201 |
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value: 82.127
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| 1207 |
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value: 82.132
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| 1209 |
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| 1210 |
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value: 73.33
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| 1211 |
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- type: recall_at_3
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| 1212 |
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value: 86.823
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| 1213 |
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| 1214 |
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value: 90.814
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| 1215 |
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| 1216 |
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value: 94.509
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| 1217 |
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| 1218 |
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value: 96.422
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| 1219 |
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| 1220 |
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value: 98.6
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| 1221 |
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| 1222 |
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value: 99.599
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| 1223 |
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| 1224 |
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value: 75.74499999999999
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| 1225 |
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value: 39.705200000000005
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| 1930 |
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value: -12.8722
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value: -37.0029
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value: 32.3874
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value: 11.2835
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value: -10.2755
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value: 18.333099999999998
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value: 28.602800000000002
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value: 46.5586
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| 1949 |
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value: 44.6235
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value: 5.0230999999999995
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value: 64.8937
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value: 64.5098
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| 1957 |
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| 1958 |
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value: 8.7287
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| 1959 |
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| 1960 |
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value: 57.4777
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| 1961 |
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value: 31.1
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| 1963 |
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value: 47.8114
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| 1965 |
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value: 51.668499999999995
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value: 48.100500000000004
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value: -36.261500000000005
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value: -39.636300000000006
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value: 60.181700000000006
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value: -37.841
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value: 31.1
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value: 47.8114
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value: 47.9786
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value: 62.030300000000004
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value: 48.0773
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value: 61.9735
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- type: main_score
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| 2044 |
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value: 87.256
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| 2045 |
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task:
|
| 2046 |
+
type: Retrieval
|
| 2047 |
+
- dataset:
|
| 2048 |
+
config: default
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| 2049 |
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name: MTEB VideoRetrieval (default)
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| 2050 |
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revision: 58c2597a5943a2ba48f4668c3b90d796283c5639
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| 2051 |
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split: dev
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| 2052 |
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type: C-MTEB/VideoRetrieval
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metrics:
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| 2054 |
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| 2055 |
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value: 65.9
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value: 75.395
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value: 76.97
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value: 79.489
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value: 80.269
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value: 80.459
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value: 65.9
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value: 73.167
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value: 74.047
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value: 74.713
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value: 74.97399999999999
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value: 75.089
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| 2080 |
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value: 75.09599999999999
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value: 65.9
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| 2085 |
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value: 81.8
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| 2086 |
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value: 85.6
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| 2088 |
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value: 90.4
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| 2090 |
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| 2091 |
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value: 94.1
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| 2092 |
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value: 98.2
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| 2094 |
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value: 99.7
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value: 65.9
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value: 27.267000000000003
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value: 9.04
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value: 4.705
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value: 0.9820000000000001
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value: 0.1
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| 2110 |
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value: 65.8
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| 2112 |
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value: 73.1167
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value: 73.9967
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value: 75.0391
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| 2278 |
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- type: nauc_precision_at_20_diff1
|
| 2279 |
+
value: 65.76859999999999
|
| 2280 |
+
- type: nauc_precision_at_100_max
|
| 2281 |
+
value: 33.408500000000004
|
| 2282 |
+
- type: nauc_precision_at_100_std
|
| 2283 |
+
value: 15.325800000000001
|
| 2284 |
+
- type: nauc_precision_at_100_diff1
|
| 2285 |
+
value: 59.588699999999996
|
| 2286 |
+
- type: nauc_precision_at_1000_max
|
| 2287 |
+
value: 100.0
|
| 2288 |
+
- type: nauc_precision_at_1000_std
|
| 2289 |
+
value: 95.6427
|
| 2290 |
+
- type: nauc_precision_at_1000_diff1
|
| 2291 |
+
value: 91.28540000000001
|
| 2292 |
+
- type: nauc_mrr_at_1_max
|
| 2293 |
+
value: -7.704999999999999
|
| 2294 |
+
- type: nauc_mrr_at_1_std
|
| 2295 |
+
value: -40.435300000000005
|
| 2296 |
+
- type: nauc_mrr_at_1_diff1
|
| 2297 |
+
value: 73.9529
|
| 2298 |
+
- type: nauc_mrr_at_3_max
|
| 2299 |
+
value: -9.9824
|
| 2300 |
+
- type: nauc_mrr_at_3_std
|
| 2301 |
+
value: -48.0572
|
| 2302 |
+
- type: nauc_mrr_at_3_diff1
|
| 2303 |
+
value: 71.6749
|
| 2304 |
+
- type: nauc_mrr_at_5_max
|
| 2305 |
+
value: -8.9185
|
| 2306 |
+
- type: nauc_mrr_at_5_std
|
| 2307 |
+
value: -47.8265
|
| 2308 |
+
- type: nauc_mrr_at_5_diff1
|
| 2309 |
+
value: 71.5584
|
| 2310 |
+
- type: nauc_mrr_at_10_max
|
| 2311 |
+
value: -9.023299999999999
|
| 2312 |
+
- type: nauc_mrr_at_10_std
|
| 2313 |
+
value: -47.1288
|
| 2314 |
+
- type: nauc_mrr_at_10_diff1
|
| 2315 |
+
value: 71.7295
|
| 2316 |
+
- type: nauc_mrr_at_20_max
|
| 2317 |
+
value: -8.9076
|
| 2318 |
+
- type: nauc_mrr_at_20_std
|
| 2319 |
+
value: -46.9382
|
| 2320 |
+
- type: nauc_mrr_at_20_diff1
|
| 2321 |
+
value: 71.7573
|
| 2322 |
+
- type: nauc_mrr_at_100_max
|
| 2323 |
+
value: -8.892700000000001
|
| 2324 |
+
- type: nauc_mrr_at_100_std
|
| 2325 |
+
value: -46.6939
|
| 2326 |
+
- type: nauc_mrr_at_100_diff1
|
| 2327 |
+
value: 71.7782
|
| 2328 |
+
- type: nauc_mrr_at_1000_max
|
| 2329 |
+
value: -8.8935
|
| 2330 |
+
- type: nauc_mrr_at_1000_std
|
| 2331 |
+
value: -46.699400000000004
|
| 2332 |
+
- type: nauc_mrr_at_1000_diff1
|
| 2333 |
+
value: 71.7855
|
| 2334 |
+
- type: main_score
|
| 2335 |
+
value: 78.549
|
| 2336 |
+
task:
|
| 2337 |
+
type: Retrieval
|
| 2338 |
tags:
|
| 2339 |
- sentence-transformers
|
| 2340 |
- transformers
|
| 2341 |
- sentence-similarity
|
| 2342 |
+
- mteb
|
| 2343 |
---
|
| 2344 |
# INF-Retriever-v1
|
| 2345 |
## Model Overview
|