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Video Reasoning on VSI-Bench (test)

38.6Accuracy

Video-ToC

Updated 1mo ago

Evaluation Results

Method	Links
Video-ToC 2026.04		38.6
Video-ToC-SFT 2026.04		37.6
Video-R1 2026.04		37.1
VideoRFT 2025.11		36.8
VIDEOP2R 2025.11		36.8
Video-ToC 2026.04		36.4
Video-R1 2025.11		35.8
Video-ToC-SFT 2026.04		35.8
Video-R1 2026.04		35.8
Video-ToC 2026.04		35.3
Video-ToC-SFT 2026.04		34.8
Video-R1-SFT 2026.04		34.8
Video-R1 2026.04		34.6
GPT-4o 2026.04		34
VideoChat-R1 2025.11		33.9
VersaVid-R1 2025.11		33.7
Video-R1-SFT 2026.04		33.3
LLaVA-OneVision-7B 2025.11		32.4
LLaVA-OneVision-7B 2026.04		32.4
Video-R1-SFT 2026.04		31.8
Baseline (Qwen2.5-VL-7B) 2026.04		31.4
Qwen2.5-VL-7B 2025.11		30.1
Baseline (Qwen2.5-VL-7B) 2026.04		30.1
LongVA-7B 2025.11		29.2
LongVA-7B 2026.04		29.2
Time-R1 2025.11		29
VILA-1.5-8B 2026.04		28.9
VideoChat-R1 2026.04		28.9
Baseline (Qwen2.5-VL-7B) 2026.04		27.7