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Document Visual Question Answering on DocVQA (ANLS)

96.4ANLS

Full Precision

Updated 22d ago

Evaluation Results

Method	Links
Full Precision 2026.07		96.4
Full Precision 2026.07		95.17
Full Precision 2026.07		94.8
GPTQ 2026.07		94.25
GPTQ 2026.07		93.36
SPOT-E 2026.06		93
GPTQ 2026.07		92.65
SAB-LVLM 2026.07		92.56
SPOT-E 2026.06		92.3
Gemini-2.5-Flash 2026.06		91.5
GPT-4o 2026.06		91.1
ARB-LLM 2026.07		90.42
SAB-LVLM 2026.07		90.36
BiLLM 2026.07		90.1
ARB-LLM 2026.07		90
SPOT-E 2026.06		88
SPOT-E 2026.06		86.8
SPOT-E 2026.06		86.5
Qwen3-VL-8B 2026.06		86.2
GPT-4o-mini 2026.06		86
Baseline 2026.05		85.91
AsymVLM 2026.05		85.75
Qwen2.5-VL-7B 2026.06		85.7
SAB-LVLM 2026.07		85.34
PB-LLM 2026.07		85.33
AsymVLM 2026.05		85.07
SparseVLM 2026.05		84.58
SparseVLM 2026.05		84.4
SPOT-E 2026.06		83.7
FastV 2026.05		83.53
SPOT-E 2026.06		83.5
SparseVLM 2026.05		83.38
ChatVLA 2026.06		83.3
AsymVLM 2026.05		83.22
SPOT-E 2026.06		82.8
InternVL3-8B 2026.06		82.7
SPOT-E 2026.06		82
InternVL2.5-8B 2026.06		82
FastV 2026.05		81.74
LLaVA-OV-7B 2026.06		81
ARB-LLM 2026.07		80.48
SyVLA 2026.06		80.01
LLaVA-NeXT-7B 2026.06		80
FastV 2026.05		77.3
PB-LLM 2026.07		66.1
Wall-Oss 2026.06		63.62
BiLLM 2026.07		60.85
BiLLM 2026.07		33.08
PB-LLM 2026.07		9.4