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Real-world QA on RealworldQA

73.1Accuracy

SwimBird

Updated 3d ago

Evaluation Results

Method	Links
SwimBird 2026.02		73.1
LLaVA-OneVision-72B 2024.08		71.9
SAIL-VL 2025.01		71.9
Qwen3-VL-8B-Instruct 2026.02		71.8
LFM2-VL-3B 2025.11		71.37
InternVL2.5-MPO 2025.01		70.2
DeepSeekVL-2 2025.01		70.2
LLaVA-OneVision 2026.02		69.9
Qwen2-VL 2025.01		69.7
SkiLa 2026.02		69.3
Qwen2.5-VL-7B-Instruct 2026.02		67.4
InfiniteVL-4B 2025.12		67.3
LLaVA-OneVision-7B 2024.08		66.3
Qwen3-VL-2B 2025.11		65.75
Qwen2.5VL-3B 2025.12		65.4
Qwen2.5-VL-3B 2025.11		65.23
DeepSeekVL-2 2025.01		64.8
InternVL2.5-4B 2025.12		64.3
SAIL-VL 2025.01		63.8
CASA⊕ Qwen2.5-VL 2025.12		62.5
Qwen2.5-VL 3B (reproduced) 2025.12		62.2
GPT-4V 2024.08		61.4
Qwen2-VL 2025.01		60.9
InternVL3.5-2B 2025.11		60.78
InternVL2.5-MPO 2025.01		60.7
SmolVLM2-2B 2025.12		58.4
PaliGemma2-3B 2025.12		58.3
Phi-3.5-Vision-4B 2025.12		57.9
SmolVLM2-2.2B 2025.11		57.5
LLaVA-OneVision-0.5B 2024.08		55.6
TinyLLaVA-3B 2025.12		55
MaTVLM-3B 2025.12		52.3
Cobra-3B 2025.12		51