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ResearchFormerly WizWand

Video Understanding on VideoMME (Accuracy)

71.9AccuracyGPT-4o
26.97238.63650.361.964Jul 29, 2025Sep 19, 2025Nov 11, 2025Jan 3, 2026Feb 25, 2026Apr 19, 2026Jun 11, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GPT-4o2026.0571.9
Qwen3-VLArchitecture Type=Modular, Parameter Scale=8B, Training Stage=Instruct2026.0571.4
NEO-ovArchitecture Type=Native, Parameter Scale=8B, Training Stage=Instruct2026.0567.4
VideoLLaMA3Architecture Type=Modular, Parameter Scale=8B, Training Stage=Instruct2026.0566.2
InternVL3.5Architecture Type=Modular, Parameter Scale=8B, Training Stage=Instruct2026.0566
Qwen2.5-VL-7B + SAGESAGE=true2026.0565.1
LLaVA-VideoArchitecture Type=Modular, Parameter Scale=8B, Training Stage=Instruct2026.0563.3
Video-RTS-7B2026.0563
Qwen3-VLArchitecture Type=Modular, Parameter Scale=2B, Training Stage=Instruct2026.0561.9
ViSS-R1-7B2026.0560.5
NEO-ovArchitecture Type=Native, Parameter Scale=2B, Training Stage=Instruct2026.0560.4
VILA-1.5-40B2026.0560.1
VideoRFT-7B2026.0559.8
VideoLLaMA3Architecture Type=Modular, Parameter Scale=2B, Training Stage=Instruct2026.0559.6
InternVL3.5Architecture Type=Modular, Parameter Scale=2B, Training Stage=Instruct2026.0558.4
LLaVA-OneVision-7B2026.0558.2
Qwen2.5-VL-7B + SFT + SAGESFT=true, SAGE=true2026.0558.2
Video-R1-7B2026.0557.4
Kangaroo-8B2026.0556
VideoLLaMA2 + REGATELLM=Qwen2-7B2025.0754.5
LLaVA-OneVision + LaViLLM=Qwen2-7B2025.0754
LongVA-7B2026.0552.6
Video-UTR-7B2026.0552.6
Qwen2.5-VL-7B + SFTSFT=true2026.0551.7
Qwen2.5-VL-7B2026.0550.6
VideoLLaMA22026.0547.9
ELVAArchitecture Type=Native, Parameter Scale=8B, Training Stage=Instruct2026.0547.1
MSA-PTTraining Strategy=from-scratch sparse pretraining2026.0645.48
ELVAArchitecture Type=Native, Parameter Scale=2B, Training Stage=Instruct2026.0541.8
FullTraining Strategy=Full-Attention baseline2026.0641.11
MSA-CPTTraining Strategy=sparse continued pretraining2026.0639.65
EVEArchitecture Type=Native, Parameter Scale=8B, Training Stage=Instruct2026.0529.3
FuyuArchitecture Type=Native, Parameter Scale=8B, Training Stage=Instruct2026.0528.7