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Visual Question Answering on CameraBench

57.6Motion Steadiness AccuracyOpen-o3-Video-7B
-1.78413.63329.0544.467Oct 23, 2025Nov 8, 2025Nov 25, 2025Dec 11, 2025Dec 28, 2025Jan 13, 2026Jan 30, 2026

Evaluation results

MethodLinks
Open-o3-Video-7BParameters=7B2025.1057.6—69.3—51.3————58.8
Qwen2.5-VL-7BParameters=7B2025.1056.7—69—49.3————57.5
Open-o3-Video-7BParameters=7B, Ablation=without Adaptive frame sampling2025.1056.7—68.7—50————58.5
Open-o3-Video-7BParameters=7B, Ablation=without Gated mechanism2025.1055.9—67—50.3————57.8
CamReasoner-7BParameters=7B2026.010.780.770.7410.6740.6070.7180.7130.6060.8260.745
Gemini-2.5-Pro2026.010.5960.5250.6150.5010.4680.5360.5090.4390.6610.561
Qwen2.5-VL-3BParameters=3B2026.010.5930.5830.6060.540.5170.5570.5760.50.6670.592
Qwen2.5-VL-72BParameters=72B2026.010.5770.6210.710.5780.532—0.5920.5040.6860.603
InternVL2.5-26BParameters=26B2026.010.5760.650.6230.5510.5240.6180.5980.5380.5490.586
InternVL3-78BParameters=78B2026.010.5760.650.6230.5510.5240.6180.5980.5380.5490.586
GPT-4o2026.010.5720.5390.6270.5950.5460.6560.530.4310.6340.604
Qwen2.5-VL-7BParameters=7B2026.010.5680.6060.6290.5690.540.5840.6420.5360.6440.603
InternVL2.5-8BParameters=8B2026.010.5580.6120.5890.5260.5090.5950.5650.5120.5120.558
InternVL3-8BParameters=8B2026.010.5580.6120.5890.5260.5090.5950.5650.5120.5120.558
LLaVA-OneVision-7BParameters=7B2026.010.5570.6530.7060.5440.5680.6240.6220.4440.5360.585
Gemini-2-Flash2026.010.5490.4790.580.4560.4210.4760.4760.4020.6530.531
LLaVA-Video-7BParameters=7B2026.010.5480.6770.5860.5340.5110.5630.6130.5260.6960.602
InternVideo2-Chat-8BParameters=8B2026.010.5370.6590.530.5150.510.5350.4970.5220.5180.526
mPLUG-Owl3-7BParameters=7B2026.010.5310.6640.6290.4980.5040.5540.5450.4710.6490.572
Tarsier-Recap-7BParameters=7B2026.010.5310.6430.5170.510.5020.5280.490.5140.510.518
Random Chance2026.010.50.50.50.50.50.50.50.50.50.5