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General Video Understanding on MVBench Overall

86.03Accuracy

PyraTok

Updated 1mo ago

Evaluation Results

Method	Links
PyraTok 2026.01		86.03
LARP 2026.01		83.21
VILA-U 2026.01		81.21
OmniTokenizer 2026.01		79.44
InternVL3-78B 2026.01		79.2
InternVL3-38B 2026.01		76
Qwen2.5-72B 2026.01		71.3
SlowFast + PAS 2025.11		71
TS-LLaVA + PAS 2025.11		70.1
PAS 2025.11		69.5
SlowFast-LLaVA 2025.11		69.2
TS-LLaVA 2025.11		67.8
Qwen2.5VL-7B 2026.01		67.2
Default Setting 2025.11		67.2
Qwen2.5VL-3B 2026.01		67
DTR 2026.04		66.83
TCD 2026.04		66.67
DINO-HEAL 2026.04		66.17
VideoCFR 2026.06		66.1
Baseline 2026.04		66
VCD 2026.04		65.6
VideoCFR 2026.06		64.5
VideoChat-R1 2026.06		64.2
VideoCFR 2026.06		63.9
Video-R1-7B 2026.06		62.4
VIDEORFT 2026.06		62.1
Kangeroo-8B 2026.06		61.1
Qwen2.5-VL-7B 2026.06		59.4
DTR 2026.04		59.25
DINO-HEAL 2026.04		58.93
Baseline 2026.04		58.9
Video-UTR-7B 2026.06		58.8
TCD 2026.04		58.55
VCD 2026.04		57.2
LLaVA-OneVision-7B 2026.06		56.7
VideoLLaMA2 2026.06		54.6
DeepVideo-R1 2026.06		49.6
MARC-3B 2026.06		45.8
LLaMA-VID 2026.06		41.9