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Image Captioning on DecapBench (test)

87.8PrecisionVCap (e1)
75.455278.660181.86585.0699May 27, 2026

Evaluation results

MethodLinks
VCap (e1)Iteration=e12026.0587.858.8369.5273.32
VCap (e2)Iteration=e22026.0586.4260.9270.3573.67
GPT-5.42026.0586.2760.0870.173.18
Gemini 3.1 Pro2026.0583.7656.6366.4670.2
Qwen3-VL-8B-InstrModel size=8B, Type=Instruction-tuned2026.0582.7355.6165.769.17
Qwen3-VL-235B-InstrModel size=235B, Type=Instruction-tuned2026.0579.7655.9964.9967.88
Qwen3.5-397BModel size=397B2026.0578.1556.2164.5367.18
Seed 2.0 Pro2026.0577.7456.9564.8967.35
CapRL2026.0575.9350.0959.4763.01