Share your thoughts, 1 month free Claude Pro on usSee more

Visual Question Answering on TextVQA

85.4Accuracy

Qwen2.5-VL-7B

Updated 8d ago

Evaluation Results

Method
Qwen2.5-VL-7B 2025.12	85.4	-	-	-	-
Baseline 2026.01	85.2	-	-	-	-
QAD 2026.01	85.2	-	-	-	-
Qwen2.5-VL 72B 2025.12	84.9	-	-	-	-
QwenVL2.5-7B 2026.02	84.9	-	-	-	-
PTQ 2026.01	84.8	-	-	-	-
QAT 2026.01	84.8	-	-	-	-
Qwen2-VL 2024.11	84.3	-	-	-	-
FP16 2026.04	84.11	-	-	-	-
DPO 2026.02	83.94	-	-	-	-
Qwen2.5-VL-7B 2026.02	83.75	-	-	-	-
Pragma-VL 2026.02	83.75	-	-	-	-
SpikeMLLM(QuaRot+MSTS+TC-LIF) 2026.04	83.46	-	-	-	-
InternVL-2.5-26B* 2025.12	83.26	-	-	-	-
MM-RLHF 2026.02	83.26	-	-	-	-
DivPrune 2025.12	83.1	-	-	-	-
RoboInter-Qwen-7B 2026.02	83	-	-	-	-
Base 2026.05	82.98	-	-	-	-
FP16 2026.05	82.9	-	-	-	-
Beavertails-V_help 2026.02	82.84	-	-	-	-
DivPrune + Random 2025.12	82.8	-	-	-	-
InternVL3.5-38B 2025.12	82.7	-	-	-	-
DART + Random 2025.12	82.7	-	-	-	-
SpikeMLLM(QuaRot) 2026.04	82.64	-	-	-	-
SplitQ 2026.05	82.6	-	-	-	-
SplitQ 2026.05	82.5	-	-	-	-
InternVL2-26B 2024.12	82.45	100	-	-	-
SGP 2024.12	82.41	100.14	-	-	-
InternVL-2.5-26B 2025.12	82.4	-	-	-	-
IVC-Prune 2026.05	82.35	-	-	-	-
HII-DPO 2026.02	82.3	-	-	-	-
FastV 2024.12	82.26	99.84	-	-	-
Qwen2-VL-7B-Instruct 2026.02	82.2	-	-	-	-
ERASE 2026.05	82.12	-	-	-	-
DART 2025.12	82.1	-	-	-	-
fp16 2026.02	82	-	-	-	-
SGP 2024.12	81.97	98.36	-	-	-
SFT 2026.02	81.83	-	-	-	-
ERASE 2026.05	81.77	-	-	-	-
IVC-Prune 2026.05	81.74	-	-	-	-
EMOVA 2024.09	81.4	-	-	-	-
ERASE 2026.05	81.18	-	-	-	-
Direct Fine-tuning (r=1) 2026.02	81.04	-	-	-	-
Robobrain-2.0-3B 2026.02	81	-	-	-	-
Direct Fine-tuning (r=1) 2026.02	80.96	-	-	-	-
SpikeMLLM(GPTQ) 2026.04	80.9	-	-	-	-
In-Squeeze (128 ... -> 1) 2026.02	80.84	-	-	-	-
PaLI-X 2023.10	80.78	-	-	-	-
PaLI-3 2023.10	80.78	-	-	-	-
Cont-Squeeze (128 -> 1) 2026.02	80.72	-	-	-	-
Direct Fine-tuning (r=1) 2026.02	80.63	-	-	-	-
In-Squeeze (128 ... -> 1) 2026.02	80.31	-	-	-	-
SPA-VL 2026.02	80.31	-	-	-	-
ToMe 2024.12	80.22	94.24	-	-	-
InternVL3-8B 2026.02	80.2	-	-	-	-
LUVC 2025.12	80.03	-	-	-	-
Cont-Squeeze (128 -> 1) 2026.02	79.71	-	-	-	-
PaLI-3 2023.10	79.51	-	-	-	-
fp16 2026.02	79.5	-	-	-	-
QwenVL2.5-3B 2026.02	79.3	-	-	-	-
Cont-Squeeze (128 -> 1) 2026.02	79.27	-	-	-	-
InternVL-2.5-8B 2025.12	79.1	-	-	-	-
InternVL-2.5-8B* 2025.12	78.99	-	-	-	-
SGP 2024.12	78.98	89.58	-	-	-
Qwen-VL-Plus 2024.06	78.9	-	-	-	-
RoboInter-Qwen-3B 2026.02	78.9	-	-	-	-
QwenVL2.5-3B 2026.05	78.62	-	-	-	-
PACT 2025.12	78.56	-	-	-	-
SplitQ 2026.05	78.5	-	-	-	-
HII-DPO 2026.02	78.4	-	-	-	-
BalCapRL-3B 2026.05	78.4	-	-	-	-
Beavertails-V_harm 2026.02	78.32	-	-	-	-
Qwen2-VL-2B-Instruct 2026.02	78.3	-	-	-	-
SpikeMLLM(QuaRot+MSTS+TC-LIF) 2026.04	78.28	-	-	-	-
FP16 2026.04	78.26	-	-	-	-
IXC 2.5 2024.09	78.2	-	-	-	-
HII-DPO 2026.02	78.2	-	-	-	-
GPT-4V 2024.06	78	-	-	-	-
GPT-4V 2025.02	78	-	-	-	-
EMOVA 2024.09	78	-	-	-	-
GPT-4V-1106 2026.05	78	-	-	-	-
FP16 2026.05	77.9	-	-	-	-
MoVA 2024.04	77.8	-	-	-	-
LUVC 2025.12	77.8	-	-	-	-
FP16 2026.04	77.71	-	-	-	-
Qwen2.5-VL-7B-Instruct 2026.02	77.7	-	-	-	-
IVC-Prune 2026.05	77.65	-	-	-	-
SpikeMLLM(QuaRot+MSTS+TC-LIF) 2026.04	77.64	-	-	-	-
Visual CoT 2024.08	77.5	-	-	-	-
Qwen3-VL + DiG 2025.12	77.5	-	-	-	-
InternVL 2 2024.09	77.4	-	-	-	-
GPT-4V 2024.09	77.4	-	-	-	-
SplitQ 2026.05	77.4	-	-	-	-
SpikeMLLM(QuaRot) 2026.04	77.35	-	-	-	-
SpikeMLLM(GPTQ) 2026.04	77.21	-	-	-	-
EMOVA 2024.09	77.2	-	-	-	-
MoVA 2024.04	77.1	-	-	-	-
InternVL3-2B 2026.02	77	-	-	-	-
SplitQ 2026.05	77	-	-	-	-
MASQ 2026.05	77	-	-	-	-

Showing 100 of 1551 rows

...