init commit

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text

AVH-audio/FAVOR (audio-only)/results.json

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+{"config": {"model_name": "FAVOR (audio-only)", "model_link": "https://github.com/BriansIDP/AudioVisualLLM"}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 49.62}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 66.69}, "RefCheck ↓": {"RefCheck ↓": 59.17}}}

AVH-audio/FAVOR (audio-visual)/results.json

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+{"config": {"model_name": "FAVOR (audio-visual)", "model_link": NaN}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 33.25}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 35.2}, "RefCheck ↓": {"RefCheck ↓": 34.62}}}

AVH-audio/Gemini-v1.5-pro (audio-only)/results.json

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+{"config": {"model_name": "Gemini-v1.5-pro (audio-only)", "model_link": NaN}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 25.82}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 34.66}, "RefCheck ↓": {"RefCheck ↓": 33.62}}}

AVH-audio/Gemini-v1.5-pro (audio-visual)/results.json

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+{"config": {"model_name": "Gemini-v1.5-pro (audio-visual)", "model_link": NaN}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 48.51}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 28.79}, "RefCheck ↓": {"RefCheck ↓": 47.1}}}

AVH-audio/LTU/results.json

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+{"config": {"model_name": "LTU", "model_link": "https://github.com/YuanGongND/ltu/tree/main"}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 21.95}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 37.44}, "RefCheck ↓": {"RefCheck ↓": 32.57}}}

AVH-audio/Qwen-audio/results.json

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+{"config": {"model_name": "Qwen-audio", "model_link": "https://huggingface.co/Qwen/Qwen-Audio-Chat"}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 36.57}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 43.66}, "RefCheck ↓": {"RefCheck ↓": 34.31}}}

AVH-audio/SALMONN/results.json

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+{"config": {"model_name": "SALMONN", "model_link": "https://github.com/bytedance/SALMONN"}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 34.99}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 42.21}, "RefCheck ↓": {"RefCheck ↓": 32.99}}}

AVH-audio/Video-Llama (audio-only)/results.json

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+{"config": {"model_name": "Video-Llama (audio-only)", "model_link": "https://github.com/DAMO-NLP-SG/Video-LLaMA/tree/main"}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 56.42}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 68.05}, "RefCheck ↓": {"RefCheck ↓": 57.25}}}

AVH-audio/Video-Llama (audio-visual)/results.json

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+{"config": {"model_name": "Video-Llama (audio-visual)", "model_link": NaN}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 70.23}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 41.25}, "RefCheck ↓": {"RefCheck ↓": NaN}}}

AVH-visual/Chat-Univi/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "Chat-Univi", "model_link": "https://github.com/PKU-YuanGroup/Chat-UniVi"}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 29.4}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 32.68}, "RefCheck ↓": {"RefCheck ↓": 25.71}}}

AVH-visual/FAVOR (audio-only & audio-visual)/results.json

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+{"config": {"model_name": "FAVOR (audio-only & audio-visual)", "model_link": NaN}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 56.42}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 49.6}, "RefCheck ↓": {"RefCheck ↓": 51.42}}}

AVH-visual/FAVOR (visual-only)/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "FAVOR (visual-only)", "model_link": "https://github.com/BriansIDP/AudioVisualLLM"}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 60.67}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 53.85}, "RefCheck ↓": {"RefCheck ↓": 45.3}}}

AVH-visual/Gemini-v1.5-pro (audio-only & audio-visual)/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "Gemini-v1.5-pro (audio-only & audio-visual)", "model_link": NaN}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 12.77}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 23.27}, "RefCheck ↓": {"RefCheck ↓": 19.34}}}

AVH-visual/Gemini-v1.5-pro (visual-only)/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "Gemini-v1.5-pro (visual-only)", "model_link": NaN}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 19.87}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 31.74}, "RefCheck ↓": {"RefCheck ↓": 24.19}}}

AVH-visual/Llama-VID/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "Llama-VID", "model_link": "https://github.com/dvlab-research/LLaMA-VID"}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 38.61}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 39.14}, "RefCheck ↓": {"RefCheck ↓": 35.56}}}

AVH-visual/Valley/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "Valley", "model_link": "https://github.com/RupertLuo/Valley"}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 52.43}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 55.98}, "RefCheck ↓": {"RefCheck ↓": 51.78}}}

AVH-visual/Video-LLaVA/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "Video-LLaVA", "model_link": "https://github.com/PKU-YuanGroup/Video-LLaVA"}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 30.59}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 33.52}, "RefCheck ↓": {"RefCheck ↓": 31.71}}}

AVH-visual/Video-Llama (audio-only & audio-visual)/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "Video-Llama (audio-only & audio-visual)", "model_link": NaN}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 47.73}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 49.13}, "RefCheck ↓": {"RefCheck ↓": 50.41}}}

AVH-visual/Video-Llama (visual-only)/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "Video-Llama (visual-only)", "model_link": "https://github.com/DAMO-NLP-SG/Video-LLaMA/tree/main"}, "results": {"SelfCheckGPT ↓": {"SelfCheckGPT ↓": 41.14}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 52.02}, "RefCheck ↓": {"RefCheck ↓": 46.34}}}

VH/Chat-Univi/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "Chat-Univi", "model_link": "https://github.com/PKU-YuanGroup/Chat-UniVi"}, "results": {"POPE COCO ↑": {"POPE COCO ↑": 61.0}, "CHAIR (s) ↓": {"CHAIR (s) ↓": "66.0"}, "CHAIR (i) ↓": {"CHAIR (i) ↓": "21.7"}, "UniHD ↓": {"UniHD ↓": 56.91}, "SelfCheckGPT ↓": {"SelfCheckGPT ↓": 16.8}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 20.37}, "CrossCheck-implicit ↓": {"CrossCheck-implicit ↓": 38.03}, "Human ↓": {"Human ↓": 42.34}}}

VH/FAVOR/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "FAVOR", "model_link": "https://github.com/BriansIDP/AudioVisualLLM"}, "results": {"POPE COCO ↑": {"POPE COCO ↑": 79.8}, "CHAIR (s) ↓": {"CHAIR (s) ↓": "32.0"}, "CHAIR (i) ↓": {"CHAIR (i) ↓": "17.6"}, "UniHD ↓": {"UniHD ↓": 54.9}, "SelfCheckGPT ↓": {"SelfCheckGPT ↓": 13.78}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 25.33}, "CrossCheck-implicit ↓": {"CrossCheck-implicit ↓": 48.71}, "Human ↓": {"Human ↓": 44.5}}}

VH/InstructBLIP/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "InstructBLIP", "model_link": "https://huggingface.co/docs/transformers/model_doc/instructblip"}, "results": {"POPE COCO ↑": {"POPE COCO ↑": 84.1}, "CHAIR (s) ↓": {"CHAIR (s) ↓": "62.5"}, "CHAIR (i) ↓": {"CHAIR (i) ↓": "26.8"}, "UniHD ↓": {"UniHD ↓": 43.59}, "SelfCheckGPT ↓": {"SelfCheckGPT ↓": 11.68}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 27.05}, "CrossCheck-implicit ↓": {"CrossCheck-implicit ↓": 49.99}, "Human ↓": {"Human ↓": 57.25}}}

VH/LLaVA-v1.5/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "LLaVA-v1.5", "model_link": "https://huggingface.co/liuhaotian/llava-v1.5-7b"}, "results": {"POPE COCO ↑": {"POPE COCO ↑": 82.9}, "CHAIR (s) ↓": {"CHAIR (s) ↓": "63.0"}, "CHAIR (i) ↓": {"CHAIR (i) ↓": "16.7"}, "UniHD ↓": {"UniHD ↓": 46.04}, "SelfCheckGPT ↓": {"SelfCheckGPT ↓": 12.57}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 19.46}, "CrossCheck-implicit ↓": {"CrossCheck-implicit ↓": 34.81}, "Human ↓": {"Human ↓": 38.24}}}

VH/Llama-VID/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "Llama-VID", "model_link": "https://github.com/dvlab-research/LLaMA-VID"}, "results": {"POPE COCO ↑": {"POPE COCO ↑": 90.1}, "CHAIR (s) ↓": {"CHAIR (s) ↓": "40.0"}, "CHAIR (i) ↓": {"CHAIR (i) ↓": "10.6"}, "UniHD ↓": {"UniHD ↓": 39.84}, "SelfCheckGPT ↓": {"SelfCheckGPT ↓": 14.86}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 19.49}, "CrossCheck-implicit ↓": {"CrossCheck-implicit ↓": 32.41}, "Human ↓": {"Human ↓": 25.53}}}

VH/MPLUG-Owl2/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "MPLUG-Owl2", "model_link": "https://github.com/X-PLUG/mPLUG-Owl/tree/main/mPLUG-Owl2"}, "results": {"POPE COCO ↑": {"POPE COCO ↑": 71.9}, "CHAIR (s) ↓": {"CHAIR (s) ↓": "58.5"}, "CHAIR (i) ↓": {"CHAIR (i) ↓": "18.6"}, "UniHD ↓": {"UniHD ↓": 35.15}, "SelfCheckGPT ↓": {"SelfCheckGPT ↓": 16.07}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 20.35}, "CrossCheck-implicit ↓": {"CrossCheck-implicit ↓": 34.43}, "Human ↓": {"Human ↓": 34.11}}}

VH/Valley/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "Valley", "model_link": "https://github.com/RupertLuo/Valley"}, "results": {"POPE COCO ↑": {"POPE COCO ↑": 38.5}, "CHAIR (s) ↓": {"CHAIR (s) ↓": "71.5"}, "CHAIR (i) ↓": {"CHAIR (i) ↓": "25.6"}, "UniHD ↓": {"UniHD ↓": 71.75}, "SelfCheckGPT ↓": {"SelfCheckGPT ↓": 25.69}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 26.02}, "CrossCheck-implicit ↓": {"CrossCheck-implicit ↓": 38.72}, "Human ↓": {"Human ↓": 53.91}}}

VH/Video-LLaVA/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "Video-LLaVA", "model_link": "https://github.com/PKU-YuanGroup/Video-LLaVA"}, "results": {"POPE COCO ↑": {"POPE COCO ↑": 64.2}, "CHAIR (s) ↓": {"CHAIR (s) ↓": "60.5"}, "CHAIR (i) ↓": {"CHAIR (i) ↓": "19.4"}, "UniHD ↓": {"UniHD ↓": 51.32}, "SelfCheckGPT ↓": {"SelfCheckGPT ↓": 19.97}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 22.46}, "CrossCheck-implicit ↓": {"CrossCheck-implicit ↓": 36.17}, "Human ↓": {"Human ↓": 38.72}}}

VH/Video-Llama/results.json

@@ -0,0 +1 @@
+{"config": {"model_name": "Video-Llama", "model_link": "https://github.com/DAMO-NLP-SG/Video-LLaMA/tree/main"}, "results": {"POPE COCO ↑": {"POPE COCO ↑": 38.7}, "CHAIR (s) ↓": {"CHAIR (s) ↓": "43.5"}, "CHAIR (i) ↓": {"CHAIR (i) ↓": "15.6"}, "UniHD ↓": {"UniHD ↓": 58.3}, "SelfCheckGPT ↓": {"SelfCheckGPT ↓": 22.99}, "CrossCheck-explicit ↓": {"CrossCheck-explicit ↓": 24.93}, "CrossCheck-implicit ↓": {"CrossCheck-implicit ↓": 33.52}, "Human ↓": {"Human ↓": 31.14}}}