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Document Visual Question Answering on DocVQA (DocVQA Metric)

94.01DocVQA ScoreGPTQ
-3.760421.622347.00572.3877Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GPTQModel=InternVL3.5-14B-Instruct, Weight bits=3 bit, Memory=5.38 GB2026.0794.01
Full PrecisionModel=InternVL3.5-38B-Instruct, Weight bits=16 bit, Memory=71.51 GB2026.0794
Full PrecisionModel=InternVL3.5-14B-Instruct, Weight bits=16 bit, Memory=28.16 GB2026.0793.4
Full PrecisionModel=InternVL3.5-8B-Instruct, Weight bits=16 bit, Memory=15.89 GB2026.0792.47
GPTQModel=InternVL3.5-38B-Instruct, Weight bits=3 bit, Memory=12.71 GB2026.0790.25
GPTQModel=InternVL3.5-8B-Instruct, Weight bits=3 bit, Memory=2.83 GB2026.0789.82
SAB-LVLMModel=InternVL3.5-38B-Instruct, Weight bits=1.06 bit, Memory=10.27 GB2026.0787.19
ARB-LLMModel=InternVL3.5-38B-Instruct, Weight bits=1.08 bit, Memory=10.27 GB2026.0786.85
ARB-LLMModel=InternVL3.5-14B-Instruct, Weight bits=1.07 bit, Memory=4.33 GB2026.0785.15
SAB-LVLMModel=InternVL3.5-14B-Instruct, Weight bits=1.07 bit, Memory=4.33 GB2026.0784.34
PB-LLMModel=InternVL3.5-38B-Instruct, Weight bits=1.70 bit, Memory=10.24 GB2026.0754.02
SAB-LVLMModel=InternVL3.5-8B-Instruct, Weight bits=1.07 bit, Memory=2.28 GB2026.0748.03
BiLLMModel=InternVL3.5-14B-Instruct, Weight bits=1.07 bit, Memory=4.53 GB2026.0747.09
BiLLMModel=InternVL3.5-38B-Instruct, Weight bits=1.07 bit, Memory=10.72 GB2026.0742.9
ARB-LLMModel=InternVL3.5-8B-Instruct, Weight bits=1.07 bit, Memory=2.28 GB2026.0740.67
BiLLMModel=InternVL3.5-8B-Instruct, Weight bits=1.08 bit, Memory=2.39 GB2026.070.93
PB-LLMModel=InternVL3.5-8B-Instruct, Weight bits=1.70 bit, Memory=2.28 GB2026.070.03
PB-LLMModel=InternVL3.5-14B-Instruct, Weight bits=1.70 bit, Memory=4.34 GB2026.070