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Image Captioning on SenBen 2,000 frames (test)

77.2CAP ScoreQ2L-agg
53.90459.9526672.048Apr 9, 2026

Evaluation results

MethodLinks
Q2L-aggParams=241M2026.0477.2
Q2L-balParams=241M2026.0477.1
Gemini 3 FlashReasoning mode=low reas., Zero-shot inference=true2026.0465.4
Gemini 3 ProReasoning mode=low reas., Zero-shot inference=true2026.0464.2
GPT-5.2Reasoning mode=med. reas., Zero-shot inference=true2026.0461.6
GPT-5-miniReasoning mode=med. reas., Zero-shot inference=true2026.0460.5
Claude Opus 4.6Zero-shot inference=true2026.0459.8
Claude Sonnet 4.6Zero-shot inference=true2026.0459
GPT-5.2Zero-shot inference=true2026.0458.3
GLM-4.6VParams=10.3B, Reasoning mode=reas., Zero-shot inference=true2026.0456.3
Qwen3-VL-8BParams=8.3B, Zero-shot inference=true2026.0454.8