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ResearchFormerly WizWand

Video Reasoning on LongVideoReason

73.1AccuracyVideo-Zero
58.74862.47466.269.926May 14, 2026May 20, 2026May 27, 2026Jun 3, 2026Jun 9, 2026Jun 16, 2026Jun 23, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Video-ZeroBackbone=MiMo-SFT-7B, Checkpoint=v22026.0573.1
Video-ZeroBackbone=MiMo-SFT-7B, Checkpoint=v12026.0572.6
Video-ZeroBackbone=MiMo-SFT-7B, Checkpoint=v32026.0572.5
Video-ZeroBackbone=InternVL3.5-4B, Checkpoint=v12026.0572
Video-ZeroBackbone=InternVL3.5-4B, Checkpoint=v22026.0572
Video-ZeroBackbone=MiMo-SFT-7B, Checkpoint=v42026.0571.8
Video-ZeroBackbone=InternVL3.5-4B, Checkpoint=v52026.0571.7
SER-7BParameters=7B2026.0671.7
Video-ZeroBackbone=InternVL3.5-4B, Checkpoint=v42026.0571.6
Video-ZeroBackbone=InternVL3.5-4B, Checkpoint=v32026.0571.4
Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=52026.0571
Video-Zero (Peak)Backbone=Qwen3-VL-8B-Instruct2026.0571
Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=42026.0570.7
Video-Zero (Iter 4)Backbone=Qwen3-VL-8B-Instruct2026.0570.7
Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=52026.0570.5
Video-Zero (Peak)Backbone=Qwen3-VL-4B-Instruct2026.0570.5
VisPlayBackbone=Qwen3-VL-4B-Instruct, Iteration=22026.0570.3
Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=42026.0570.3
Video-Zero (Iter 4)Backbone=Qwen3-VL-4B-Instruct2026.0570.3
V-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=22026.0570
Base ModelBackbone=Qwen3-VL-4B-Instruct2026.0569.9
V-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=12026.0569.9
Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=22026.0569.9
Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=32026.0569.9
V-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=52026.0569.9
Base ModelBackbone=Qwen3-VL-4B-Instruct2026.0569.9
Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=12026.0569.7
VisPlayBackbone=Qwen3-VL-4B-Instruct, Iteration=32026.0569.6
VisPlayBackbone=Qwen3-VL-4B-Instruct, Iteration=42026.0569.6
V-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=52026.0569.6
VisPlayBackbone=Qwen3-VL-4B-Instruct2026.0569.6
VisPlayBackbone=Qwen3-VL-4B-Instruct, Iteration=12026.0569.5
VisPlayBackbone=Qwen3-VL-8B-Instruct, Iteration=22026.0569.4
VideoRFT-7BParameters=7B2026.0669.4
Open-o3-Video2026.0669.4
VisPlayBackbone=Qwen3-VL-4B-Instruct, Iteration=52026.0569.3
V-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=22026.0569.3
V-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=42026.0569.2
Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=32026.0569.2
V-ZeroBackbone=Qwen3-VL-8B-Instruct2026.0569.2
MiMo-SFT-7BBackbone=MiMo-SFT-7B, Checkpoint=Base2026.0569.1
VideoR1-7BParameters=7B2026.0668.9
Base ModelBackbone=Qwen3-VL-8B-Instruct2026.0568.6
Base ModelBackbone=Qwen3-VL-8B-Instruct2026.0568.6
VisPlayBackbone=Qwen3-VL-8B-Instruct, Iteration=12026.0568.5
Video-ZeroBackbone=MiMo-SFT-7B, Checkpoint=v52026.0568.5
V-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=32026.0568.4
VisPlayBackbone=Qwen3-VL-8B-Instruct, Iteration=32026.0568.4
V-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=12026.0568.4
Video-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=22026.0568.4
V-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=42026.0568.2
VisPlayBackbone=Qwen3-VL-8B-Instruct, Iteration=52026.0568.2
V-ZeroBackbone=Qwen3-VL-4B-Instruct2026.0568.2
VisPlayBackbone=Qwen3-VL-8B-Instruct, Iteration=42026.0568.1
V-ZeroBackbone=Qwen3-VL-8B-Instruct, Iteration=32026.0568.1
VisPlayBackbone=Qwen3-VL-8B-Instruct2026.0568.1
Video-ZeroBackbone=Qwen3-VL-4B-Instruct, Iteration=12026.0568
InternVL3.5-4BCheckpoint=Base2026.0568
InternVL-2.5-8BParameters=8B2026.0662
VideoLLaMA3-7BParameters=7B2026.0659.8
Qwen2.5-VL-7BParameters=7B, Model Version=Base model2026.0659.3