results.csv

Model,Animals,Animals,Nature,Nature,Shows,Shows, Daily Life, Daily Life,Sports,Sports,Entertainments,Entertainments,Vehicles,Vehicles,Indoor,Indoor,Tutorial,Tutorial
,mAM,mLGM,mAM,mLGM,mAM,mLGM,mAM,mLGM,mAM,mLGM,mAM,mLGM,mAM,mLGM,mAM,mLGM,mAM,mLGM
GPT-4o,29.18,42.13,31.04,45.14,26.96,38.5,26.61,37.82,26.5,36.36,28.47,46.41,26.89,37.29,24.01,31.16,16.68,22.3
Gemini-2-Flash,27.78,36.26,23.42,28.58,28.79,38.39,23.73,29.81,24.35,31.26,33.35,52,24.8,31.59,22.28,27.43,38.33,56.62
Qwen2.5-VL,26.32,36.26,27.07,38.12,23.74,32.13,26.1,35.92,23.24,31.39,20.52,27.36,29.94,33.52,25.61,35.04,2.76,2.87
Video-CCAM-v1.2,23.47,39.49,26.19,50.25,28.54,56.27,19.96,29.73,21.99,35.18,16.42,22.06,25.59,46.08,21.22,32.89,15.03,19.89
Video-Llama3,21.43,26.1,24.37,31.35,24.13,31.12,18.74,22.1,22.41,28.51,24.7,31.58,23.15,29.17,20,24.43,24.68,33.74
Sa2VA,21.01,27.03,13.62,16.6,23.38,29.13,17.89,23.25,17.01,19.69,13.28,14.9,21.36,26.25,18.44,22.96,10.91,11.97
InternVL-2.5,20.98,28.59,17.74,22.44,20.1,28.76,17.7,22.67,18.86,24.98,15.34,18.59,20.31,27.1,17.72,22.49,9.35,10.76
Llava-Video,20.34,25.96,24.57,33.88,25.03,37.03,20.08,25.58,21.33,28.78,20.24,27.1,23.76,34.2,20.07,25.4,21.97,32.82
VideoChat2,18.5,22.58,20.23,25.05,19.11,24.67,16.03,18.98,16.88,20.23,18.27,21.46,15.91,18.93,15.68,18.65,7.09,7.6
TimeChat,18.26,22.52,12.61,14.14,13.75,15.86,12.48,14.02,13.63,15.64,11.17,12.27,15.46,18.22,13.7,15.64,6.05,6.53
Qwen2-VL,16.57,18.34,16.46,18.37,21.85,27.75,12.8,13.81,16.34,18.59,20.75,24.82,16.41,18.59,15.1,16.69,17.29,22.23
VTimeLLM,14.54,16.93,20.28,26.24,22.93,33.5,20.33,27.43,16.12,19.99,15.65,18.46,18.12,23.4,18.36,22.88,8.67,9.56
Oryx-1.5,13.58,14.7,11.05,11.83,20,24.4,9.82,10.39,14.39,16.03,16.14,18.85,14.09,15.43,14.3,15.6,10.34,11.78
TRACE,12.35,13.77,10.28,11.23,18.85,22.75,8.59,9.25,15.31,17.41,13.99,15.72,12.87,14.32,10.91,11.92,15.19,17.34