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Benchmarks
Weakly Supervised Localization on VinBigData (test)
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10.97
mAP50
R4Agent-Gemini
1.47584
3.94067
6.4055
8.87033
Jan 13, 2026
mAP50
Updated 3d ago
Evaluation Results
Method
Method
Links
mAP50
R4Agent-Gemini
Setting=CoT / Agent
2026.01
10.97
R4Agent-Qwen2.5-VL-7B
Setting=CoT / Agent
2026.01
7.88
Gemini-2.5-Flash
Setting=CoT / Agent
2026.01
7.49
R4Agent-MedGemma-4B
Setting=CoT / Agent
2026.01
6.75
LLaMA-3.2-11B
Setting=CoT / Agent
2026.01
5.63
Med-Llama3-8B
Setting=CoT / Agent
2026.01
5.09
Qwen2.5-VL-7B
Setting=CoT / Agent
2026.01
4.35
MedGemma-4B
Setting=CoT / Agent
2026.01
4.285
LLaVA-Med-7B
Setting=CoT / Agent
2026.01
3.852
Gemma-3-4B
Setting=CoT / Agent
2026.01
2.729
DeepSeek-VL2-3B
Setting=CoT / Agent
2026.01
1.841
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