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Video Question Answering on VideoMME w/o sub. 1.0 (test)

65Overall AccMiMo-VL-7B + TCS
48.56852.83457.161.366Jan 16, 2026

Evaluation results

MethodLinks
MiMo-VL-7B + TCS#Frames=322026.016576.365.952.7
MiMo-VL-7B#Frames=322026.0162.475.260.751.3
Qwen2-VL-7B + AKS#Frames=322026.0159.9———
Qwen2-VL-7B + Q-Frame#Frames=4+8+322026.0158.369.457.148.3
Qwen2-VL-7B + TCS#Frames=322026.015869.257.447.9
Qwen2-VL-7B#Frames=322026.0157.6———
Video-XL-7B#Frames=1282026.0155.56453.249.2
LongVILA-8B#Frames=1282026.0149.260.248.238.8