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Image Captioning on NoCaps (BLEU4, CIDEr)

47.7BLEU-4ARGUSVLM
7.1417.6728.238.73Mar 17, 2026

Evaluation results

MethodLinks
ARGUSVLM#Parameters=2B2026.0347.71.187
InternVL3*#Parameters=2B2026.0347.21.208
ARGUSVLM#Parameters=500M2026.0343.81.086
ARGUSVLM#Parameters=256M2026.0340.91.014
Qwen2.5-VL*#Parameters=3B2026.0339.91.047
SmolVLM*#Parameters=2B2026.0335.10.932
SmolVLM*#Parameters=500M2026.0327.30.722
Qwen3-VL*#Parameters=2B2026.0317.10.194
SmolVLM*#Parameters=256M2026.038.70.182