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results/bleu/st.csv

@@ -1,7 +1,10 @@
 Model,covost2_en_id_test,covost2_en_zh_test,covost2_en_ta_test,covost2_id_en_test,covost2_zh_en_test,covost2_ta_en_test
+test_temp,,,,,,
 salmonn_7b,14.135708265627702,34.055681569415356,0.00045042243733421275,27.877196356747618,5.2319724257915645,0.4256092994569619
 wavllm_fairseq,13.841886973016162,31.96381187282953,0.0033159224040994286,5.933522277713613,2.368659001743569,0.1695522548322915
+old_models,,,,,,
 Qwen2-Audio-7B-Instruct,16.325186897428104,25.765420247070075,0.03245972071872916,6.326113431899141,16.466557744958333,0.04425838146050298
+meralion_audiollm_v1_lora,1.983753597754947,0.24380649078367136,0.13427851707976762,2.4791519769124193,0.23439934409487354,0.04510118277796115
 whisper_large_v3_with_llama_3_8b_instruct,,,,,,
 mowe_audio,,,,,,
 qwen_audio_chat,4.121393814607146,15.307536203629063,0.030392249793261363,0.5089433695608178,10.019503192969147,0.018955183488794443

results/llama3_70b_judge/ac.csv

@@ -1,7 +1,10 @@
 Model,audiocaps_test,wavcaps_test
+test_temp,,
 salmonn_7b,34.372727272727275,21.15606936416185
 wavllm_fairseq,5.5,6.901734104046243
+old_models,,
 Qwen2-Audio-7B-Instruct,40.77727272727273,33.78034682080925
+meralion_audiollm_v1_lora,,28.080924855491332
 whisper_large_v3_with_llama_3_8b_instruct,2.4727272727272727,3.445086705202312
 mowe_audio,41.20909090909091,23.294797687861273
 qwen_audio_chat,43.82272727272727,29.248554913294797

results/llama3_70b_judge/aqa.csv

@@ -1,7 +1,10 @@
 Model,clotho_aqa_test,audiocaps_qa_test,wavcaps_qa_test
+test_temp,,,
 salmonn_7b,55.75299866725899,47.02875399361022,46.25
 wavllm_fairseq,43.01199466903598,29.840255591054312,26.25
+old_models,,,
 Qwen2-Audio-7B-Instruct,50.919591292758774,45.75079872204473,44.473684210526315
+meralion_audiollm_v1_lora,61.57510938259601,47.6038338658147,41.25
 whisper_large_v3_with_llama_3_8b_instruct,29.47134606841404,17.380191693290733,16.710526315789473
 mowe_audio,62.221235006663704,32.97124600638978,28.88157894736842
 qwen_audio_chat,58.196357174589075,47.98722044728435,38.68421052631579

results/llama3_70b_judge/ar.csv

@@ -1,7 +1,10 @@
 Model,voxceleb_accent_test
+test_temp,
 salmonn_7b,37.443578169881
 wavllm_fairseq,
+old_models,
 Qwen2-Audio-7B-Instruct,29.187525646286417
+meralion_audiollm_v1_lora,54.89946655724252
 whisper_large_v3_with_llama_3_8b_instruct,39.32704144439885
 mowe_audio,23.68485843249897
 qwen_audio_chat,45.699630693475584

results/llama3_70b_judge/si.csv

@@ -1,7 +1,10 @@
 Model,openhermes_audio_test,alpaca_audio_test
+test_temp,,
 salmonn_7b,19.2,12.4
 wavllm_fairseq,22.400000000000002,21.6
+old_models,,
 Qwen2-Audio-7B-Instruct,44.800000000000004,52.599999999999994
+meralion_audiollm_v1_lora,65.0,71.39999999999999
 whisper_large_v3_with_llama_3_8b_instruct,63.0,70.8
 mowe_audio,16.0,19.8
 qwen_audio_chat,11.0,9.6

results/llama3_70b_judge/sqa.csv

@@ -1,7 +1,10 @@
 Model,slue_p2_sqa5_test,public_sg_speech_qa_test,spoken_squad_test
+test_temp,,,
 salmonn_7b,78.23529411764706,56.77325581395348,62.956456737058495
 wavllm_fairseq,83.92156862745098,58.54651162790698,77.64903756307233
+old_models,,,
 Qwen2-Audio-7B-Instruct,80.04901960784315,58.31395348837209,64.86264249672958
+meralion_audiollm_v1_lora,81.17647058823529,53.51744186046511,66.30162586432442
 whisper_large_v3_with_llama_3_8b_instruct,82.99019607843137,64.94186046511628,83.81984675761541
 mowe_audio,76.5686274509804,,63.0349467389273
 qwen_audio_chat,76.12745098039215,57.47093023255814,60.65408334890675

results/llama3_70b_judge_binary/er.csv

@@ -1,7 +1,10 @@
 Model,iemocap_emotion_test,meld_sentiment_test,meld_emotion_test
+test_temp,,,
 salmonn_7b,21.55688622754491,41.877394636015325,33.06513409961686
 wavllm_fairseq,45.90818363273453,50.076628352490424,41.0727969348659
+old_models,,,
 Qwen2-Audio-7B-Instruct,49.30139720558882,53.486590038314176,40.536398467432946
+meralion_audiollm_v1_lora,38.822355289421154,52.95019157088122,44.67432950191571
 whisper_large_v3_with_llama_3_8b_instruct,34.4311377245509,43.86973180076628,33.25670498084291
 mowe_audio,23.55289421157685,46.09195402298851,30.07662835249042
 qwen_audio_chat,27.345309381237527,43.86973180076628,50.57471264367817

results/llama3_70b_judge_binary/gr.csv

@@ -1,7 +1,10 @@
 Model,voxceleb_gender_test,iemocap_gender_test
+test_temp,,
 salmonn_7b,88.90028723840788,51.59680638722555
 wavllm_fairseq,69.67583093967994,
+old_models,,
 Qwen2-Audio-7B-Instruct,99.1177677472302,49.30139720558882
+meralion_audiollm_v1_lora,99.52810832991383,50.998003992015974
 whisper_large_v3_with_llama_3_8b_instruct,53.40582683627411,51.49700598802395
 mowe_audio,81.20640131308986,37.82435129740519
 qwen_audio_chat,70.55806319244974,51.796407185628745

results/llama3_70b_judge_binary/sqa.csv

@@ -1,7 +1,10 @@
 Model,cn_college_listen_mcq_test,dream_tts_mcq_test
+test_temp,,
 salmonn_7b,50.5063848524879,55.933089388395196
 wavllm_fairseq,65.43372963452224,64.55828541557763
+old_models,,
 Qwen2-Audio-7B-Instruct,74.50462351387054,66.70151594354418
+meralion_audiollm_v1_lora,87.27432848965213,76.94720334553058
 whisper_large_v3_with_llama_3_8b_instruct,85.24878907970057,86.0951385258756
 mowe_audio,75.3412593571114,
 qwen_audio_chat,60.85424922941436,57.76267642446419

results/meteor/ac.csv

@@ -1,7 +1,10 @@
 Model,audiocaps_test,wavcaps_test
+test_temp,,
 salmonn_7b,,
 wavllm_fairseq,,
+old_models,,
 Qwen2-Audio-7B-Instruct,,
+meralion_audiollm_v1_lora,,
 whisper_large_v3_with_llama_3_8b_instruct,,
 mowe_audio,,
 qwen_audio_chat,,

results/wer/asr.csv

@@ -1,7 +1,10 @@
 Model,librispeech_test_clean,librispeech_test_other,common_voice_15_en_test,peoples_speech_test,gigaspeech_test,earnings21_test,earnings22_test,tedlium3_test,tedlium3_long_form_test,imda_part1_asr_test,imda_part2_asr_test
+test_temp,,,,,,,,,,0.37925696594427244,0.9822335025380711
 salmonn_7b,0.555834307918663,0.4180490665254317,0.3375363911542985,0.34335568653146914,0.14226764839341272,0.2687240831119165,0.3638199574803293,0.08558958163301515,0.18386810849140223,0.1581255622670608,0.6915082052617869
 wavllm_fairseq,0.02103218017882069,0.04798834811886432,0.14533325621300636,0.3792176325635977,0.15491778414546403,0.6447482518259942,0.6671766188447099,0.06621482559171073,0.4536784258110264,0.07762498393522684,0.4511070591299818
-Qwen2-Audio-7B-Instruct,0.03201041234390915,0.06073732195887794,0.11438872500819404,0.22323599266520214,0.11891779417331638,0.9865371146513101,0.9884312836905533,0.06387282211419042,0.953518879631271,,
+old_models,,,,,,,,,,,
+Qwen2-Audio-7B-Instruct,0.03201041234390915,0.06073732195887794,0.11438872500819404,0.22323599266520214,0.11891779417331638,0.9865371146513101,0.9884312836905533,0.06387282211419042,0.953518879631271,0.0558572162961059,0.25686376660588695
+meralion_audiollm_v1_lora,0.023088240842041724,0.05005012578735317,0.0918438827513962,0.248582637787413,0.10348492939138457,0.15873920245466977,,0.042404456903587524,0.06544938840631094,0.04006554427451484,0.04100026048450117
 whisper_large_v3_with_llama_3_8b_instruct,0.01831591655034519,0.03714982881570734,0.09876543209876543,0.14540692118393275,0.09515429104337297,0.11773910240019567,0.15611126487402763,0.038146268762641496,0.04754476156709803,0.0464432592211798,0.2904141703568638
 mowe_audio,0.023258007318821442,0.05544101235175062,0.5609539784448686,0.6840078629561348,0.32259099649275863,0.32744494224633414,0.41765995821028074,0.2092544622263227,0.16780712639602907,,
 qwen_audio_chat,0.02246576376051609,0.04163277659031154,0.11645169375518152,0.30723956433545313,0.13316235845059654,0.38460383986837277,0.511809498898483,0.03995599872254356,0.45289842226555577,0.08434005911836524,0.5057046105756707

results/wer/cnasr.csv

@@ -1,7 +1,10 @@
 Model,aishell_asr_zh_test
+test_temp,
 salmonn_7b,0.8527647443131199
 wavllm_fairseq,0.7054601967888183
+old_models,
 Qwen2-Audio-7B-Instruct,0.09317772366415236
+meralion_audiollm_v1_lora,0.08340757458771357
 whisper_large_v3_with_llama_3_8b_instruct,
 mowe_audio,1.0174318465284788
 qwen_audio_chat,0.06602522222882144