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Document Question Answering on DocVQA (Accuracy)

89.6Accuracy

SOFTSKILL-mean

Updated 1mo ago

Evaluation Results

Method	Links
SOFTSKILL-mean 2026.06		89.6
SkillOpt 2026.06		89
SOFTSKILL 2026.06		88.2
LLM skill 2026.06		88
Trace2Skill 2026.06		88
Human skill 2026.06		87.8
LoRA 2026.06		87.7
No skill 2026.06		86.9
TextGrad 2026.06		85.6
GEPA 2026.06		85.1
VGR-7B 2025.06		79.9
LLaVA-NeXT-7B 2025.06		77.4
VGR-7B 2025.06		73.7
LLaVA-NeXT-7B† 2025.06		70.2
Qwen-VL-Chat-7B 2025.06		62.6
VRCD 2026.05		52.24
Visual CoT 2025.06		49.3
VRCD 2026.05		49.27
LLaVA-v1.5-7B 2025.06		28.1
SOFTSKILL-mean-init-only 2026.06		0