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ResearchFormerly WizWand

Long Video Understanding on EgoSchema (val)

88.2AccuracyMEMDREAMER
36.249.763.276.7Mar 25, 2026Apr 10, 2026Apr 27, 2026May 13, 2026May 30, 2026Jun 15, 2026Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
MEMDREAMERReason Model=Gemini-2.5-Pro2026.0688.2
MEMDREAMERReason Model=Gemini-3.1-Pro2026.0687.8
MEMDREAMERReason Model=Qwen3-VL-235B-A22B-Thinking2026.0687.4
InternVL3.5Reason Model=InternVL3.5-30BA3B2026.0686.8
LensWalkReasoner=o3, Observer=Qwen2.5-VL-72B2026.0377.2
Deep Video Discovery2026.0376.6
DVDReason Model=OpenAI-o32026.0676.6
Gemini-3.1-ProReason Model=Gemini-3.1-Pro2026.0676.4
VideoARMReason Model=OpenAI-o32026.0676.2
Qwen3-VLReason Model=Qwen3-VL-235B-A22B-Thinking2026.0675.9
Qwen2.5-VL-72B2026.0375.4
LensWalkReasoner=o3, Observer=GPT-4.12026.0374.8
LensWalkReasoner=o3, Observer=o32026.0374.8
LLaVA-Video-72B2026.0374.7
LensWalkReasoner=GPT-5, Observer=GPT-52026.0374.6
GPT-52026.0373.8
VCA2026.0373.6
VCAReason Model=VCA2026.0673.6
Qwen3.5-9BInput Modality=Frames + SG-Ego2026.0773.2
MR. Video2026.0373
MR. VideoReason Model=MR. Video2026.0673
Gemini-2.5-ProReason Model=Gemini-2.5-Pro2026.0672.8
Qwen3.5-9BInput Modality=Frames2026.0772.8
GPT-4.12026.0372.2
EgoThinker2026.0771.8
Gemini-2.0-Flash2026.0371.2
Gemini-2.0-FlashReason Model=Gemini-2.0-Flash2026.0671.2
GPT-4o2026.0370.4
GPT-4oReason Model=GPT-4o2026.0670.4
GLM-4.6VReason Model=GLM-4.6V-106B-A12B2026.0668.8
GLM-4.5VReason Model=GLM-4.5V-106B-A12B2026.0668.4
Ego-R12026.0368.2
VideoTreeReason Model=VideoTree2026.0667
Qwen3.5-9BInput Modality=SG-Ego2026.0766
o32026.0363.2
VideoAgent2026.0363.2
OpenAI-o3Reason Model=OpenAI-o32026.0663.2
VideoAgentReason Model=VideoAgent2026.0663.2
Qwen3.5-9BInput Modality=Blind2026.0738.2