add-hallu-benchmark-data

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

@@ -0,0 +1 @@
+{"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

@@ -0,0 +1 @@
+{"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

@@ -0,0 +1 @@
+{"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

@@ -0,0 +1 @@
+{"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

@@ -0,0 +1 @@
+{"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

@@ -0,0 +1 @@
+{"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

@@ -0,0 +1 @@
+{"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

@@ -0,0 +1 @@
+{"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

@@ -0,0 +1 @@
+{"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

@@ -0,0 +1 @@
+{"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/i) ↓": {"CHAIR (s/i) ↓": "66.0, 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/i) ↓": {"CHAIR (s/i) ↓": "32.0, 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/i) ↓": {"CHAIR (s/i) ↓": "62.5, 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/i) ↓": {"CHAIR (s/i) ↓": "63.0, 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/i) ↓": {"CHAIR (s/i) ↓": "40.0, 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/i) ↓": {"CHAIR (s/i) ↓": "58.5, 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/i) ↓": {"CHAIR (s/i) ↓": "71.5, 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/i) ↓": {"CHAIR (s/i) ↓": "60.5, 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/i) ↓": {"CHAIR (s/i) ↓": "43.5, 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}}}

gpt2-5/results_2023-11-21.json

@@ -1,33 +0,0 @@
-{
-  "results": {
-    "anli_r1": {
-      "acc": 0.4,
-      "acc_stderr": 0.11239029738980327
-    },
-    "logiqa": {
-      "acc": 0.35,
-      "acc_stderr": 0.10942433098048308,
-      "acc_norm": 0.3,
-      "acc_norm_stderr": 0.10513149660756933
-    }
-  },
-  "versions": {
-    "anli_r1": 0,
-    "logiqa": 0
-  },
-  "config": {
-    "model": "hf-causal-experimental",
-    "model_args": "pretrained=demo-leaderboard/gpt2-demo,revision=main,dtype=bfloat16",
-    "num_fewshot": 0,
-    "batch_size": 1,
-    "batch_sizes": [],
-    "device": "cpu",
-    "no_cache": true,
-    "limit": 20,
-    "bootstrap_iters": 100000,
-    "description_dict": null,
-    "model_dtype": "bfloat16",
-    "model_name": "demo-leaderboard/gpt2-demo",
-    "model_sha": "main"
-  }
-}

gpt2/results_2023-11-21T18-10-08.json

@@ -1,23 +0,0 @@
-{
-    "config": {
-        "model_dtype": "torch.float16", 
-        "model_name": "gpt2-demo",
-        "model_sha": "ac3299b02780836378b9e1e68c6eead546e89f90"
-    },
-    "results": {
-        "anli_r1": {
-          "acc": 0.4,
-          "acc_stderr": 0.11239029738980327
-        },
-        "logiqa": {
-          "acc": 0.35,
-          "acc_stderr": 0.10942433098048308,
-          "acc_norm": 0.3,
-          "acc_norm_stderr": 0.10513149660756933
-        }
-      },
-      "versions": {
-        "anli_r1": 0,
-        "logiqa": 0
-      }
-}