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ResearchFormerly WizWand

Video Reasoning on TUNA-Bench

66.2AccuracyOmniJigsaw (CMM)
48.478453.079257.6862.2808Apr 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
OmniJigsaw (CMM)Inference Mode=w/o Audio2026.0466.2
OmniJigsaw (CMM)Inference Mode=w/ Audio2026.0465.29
OmniJigsaw (SMS)Inference Mode=w/ Audio2026.0465.15
OmniJigsaw (SMS)Inference Mode=w/o Audio2026.0464.73
VideoJigsawInference Mode=w/o Audio2026.0464.39
OmniJigsaw (JMI)Inference Mode=w/o Audio2026.0463.9
Qwen3-Omni-30BInference Mode=w/o Audio2026.0463.62
VideoJigsawInference Mode=w/ Audio2026.0463.41
OmniJigsaw (JMI)Inference Mode=w/ Audio2026.0462.78
Qwen3-Omni-30BInference Mode=w/ Audio2026.0462.57
Video-R1Inference Mode=w/o Audio2026.0455.94
Omni-R1Inference Mode=w/ Audio2026.0453.84
Omni-R1Inference Mode=w/o Audio2026.0452.65
HumanOmniV2Inference Mode=w/o Audio2026.0449.44
HumanOmniV2Inference Mode=w/ Audio2026.0449.16