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Visual Question Answering on TextVQA (TextVQA Metric)

85.9TextVQA Accuracy

AttWarp-Chain

Updated 13d ago

Evaluation Results

Method	Links
AttWarp-Chain 2025.10		85.9
Qwen2.5-VL 2026.05		84.9
Qwen2.5-VL 2026.05		84.9
AttWarp 2025.10		84.7
Qwen2-VL 2026.05		84.3
DeepSeek-VL2 2026.05		84.2
UAM 2026.05		84.2
AttWarp-Distill 2025.10		84.1
ViCrop 2025.10		83.8
Qwen2.5VL 7B 2025.04		83.5
Qwen2.5-VL-7B 2025.08		83.1
BLIP3-o 2026.05		83.1
Baseline 2026.05		82.92
FastV + RotateK 2026.05		82.38
Vanilla 2026.04		82.1
Qwen3-VL-4B 2026.04		81.86
API 2025.10		81.6
FastV (token only) 2026.05		81.49
Base MLLM 2025.10		81
VisionZip + RotateK 2026.05		80.84
DeepSeek-VL2-Tiny 2025.04		80.7
Molmo 7B 2025.04		80.4
UniVLR 2026.05		80.4
CropVLM 2025.11		80.12
CropVLM 2025.11		80.07
FLARE-X 8B 2025.04		79.7
Qwen2-VL 2026.05		79.7
Qwen2.5VL 3B 2025.04		79.3
SkiLa 2026.05		79.3
Qwen2.5-VL 2026.05		79.3
SLVR-7B 2026.05		79.3
Qwen2.5-VL-3B 2026.04		79.29
Qwen 2.5 VL 2025.11		79.14
UniVLR 2026.05		79.1
InternVL2.5 2026.05		79.1
Qwen2.5-VL-7B 2026.05		79.1
Base 2026.05		79.06
ERASE 2026.05		78.62
HiPrune 2025.08		78.5
InfiniteVL-4B 2026.04		78.5
LLaVA-OneVision 7B 2025.04		78.5
ERASE 2026.05		77.95
HiPrune++ 2025.08		77.9
FastV + ThinK 2026.05		77.81
Qwen2.5-VL-3B 2025.08		77.8
Qwen2.5-VL-7B 2026.05		77.5
IVC-Prune 2026.05		77.32
FGVP-mask 2025.10		77.3
CDPruner 2026.05		77.25
FLARE-X 3B 2025.04		77.2
Eagle 8B 2025.04		77.1
VisionZip (token only) 2026.05		76.84
MiniCPM-Llama3-V-2.5 8B 2025.04		76.6
Vanilla 2026.05		76.5
ERASE 2026.05		76.23
FLARE-L 8B 2025.04		76.2
SPpruner 2026.05		76
CropVLM 2025.11		75.97
LLaVA-OneVision-7B 2026.04		75.92
DART 2026.05		75.9
CropVLM 2025.11		75.72
VisionZip + ThinK 2026.05		75.72
CDPruner 2026.05		75.61
LVR 2026.05		75.6
CropVLM 2025.11		75.46
SPpruner 2026.05		75.3
LVR 2026.05		75.1
IVC-Prune 2026.05		75.06
DASH 2026.04		74.7
DART 2026.05		74.6
Florence-VL 8B 2025.04		74.2
HiPrune 2025.08		74.1
MiniCPM-V-2.0 3B 2025.04		74.1
FLARE-L 3B 2025.04		73.3
HiPrune++ 2025.08		73.2
SPpruner 2026.05		73
FGVP-blur 2025.10		72.3
DART 2026.05		72.24
ILLUME 2026.05		72.1
DART 2026.05		72
SpB2.0-VL-5B 2026.04		71.72
Cambrain 8B 2025.04		71.7
CDPruner 2026.05		71.57
ChatVLA 2026.05		71.2
HiPrune 2025.08		70.1
Visual-SR1 2026.05		70.1
HiPrune++ 2025.08		69.2
Florence-VL 3B 2025.04		69.1
SmolVLM2-2.2B 2026.04		68.81
FastV 2026.05		68.4
IVC-Prune 2026.05		68.27
Qwen 2.5 VL 3B 2025.11		68.2
FastV 2026.05		67.8
DART 2026.05		66.58
CoVT 2026.05		66.5
PruneSID 2026.05		65.89
Baseline 2026.05		65.4
FastV 2026.05		65.3
Emu3 2026.05		64.7
DART (ViT) 2026.04		63.6

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