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Science Question Answering on ScienceQA SQA-I

96.6Accuracy

InternVL2-8B + RP

Updated 24d ago

Evaluation Results

Method
InternVL2-8B + RP 2024.08	96.6	-
InternVL2-8B-FT 2024.08	96.5	-
TroL-7B 2024.06	92.8	-
VILA2-8B 2024.07	87.6	-
UIO-2-XXL-6.8B 2024.06	86.2	-
Qwen-2.5-VL-7B 2026.02	86.2	-
VisionZip 2026.02	86.2	-
VisionZip 2026.02	86.2	-
VisionZip 2026.02	86.1	-
DUET-VLM (C) 2026.02	86	-
DUET-VLM (C) 2026.02	85.8	-
DUET-VLM (C) 2026.02	85.8	-
SparseVLM 2026.06	74.3	-
FastV 2026.06	74.2	-
DART 2026.06	74.2	-
VisionZip 2026.06	74.2	-
VisPruner 2026.06	74	-
VisPruner 2026.06	73.9	-
VisionZip 2026.06	73.8	-
DART 2026.06	73.8	-
VILA-13B 2024.06	73.7	-
LLaVA-NeXT-13B 2024.06	73.6	-
MGM-HD 2024.05	73.5	-
PruMerge+ 2026.06	73.5	-
ZOO-Prune 2026.06	73.4	-
ERA 2026.06	73.4	-
PDrop 2026.06	73.3	-
PruMerge+ 2026.06	73.3	-
CDPruner 2026.06	73.2	-
MGM-HD+CAL 2024.05	73.1	-
FastV 2026.06	73.1	-
PDrop 2026.06	73.1	-
SparseVLM 2026.06	73	-
LLaVA-1.5-13B 2026.06	72.8	-
DivPrune 2026.06	72.8	-
AgilePrune 2026.06	72.8	-
LLaVA-1.5+CAL 2024.05	72.7	-
MM1-7B-Chat 2024.07	72.6	-
CDPruner 2026.06	72.5	-
ERA 2026.06	72.5	-
TRIM 2026.06	72.4	-
LLaVA-1.5 2024.05	72.1	-
LBR (ours) 2026.05	72.1	-
ZOO-Prune 2026.06	72.1	-
TRIM 2026.06	72	-
AgilePrune 2026.06	72	-
MGM+CAL 2024.05	71.9	-
LLaVA-NeXT 2024.05	71.8	-
MGM-7B + RP 2024.08	71.7	-
DivPrune 2026.06	71.7	-
LLaVA1.5-13B 2024.06	71.6	-
LLaVA-NeXT-8B 2024.06	71.6	-
LLaVA-NeXT+CAL 2024.05	71.5	-
LLaVA-1.5-13B 2026.05	71.5	-
LBR (ours) 2026.05	71.5	-
LLaVA-NEXT-3B 2026.05	71.1	-
SPHINX-7B 2024.06	70.6	-
SPHINX-MoE-7Bx8 2024.06	70.6	-
SPHINX-Plus-13B 2024.06	70.6	-
MGM-7B 2024.08	70.6	-
MGM+CAL 2024.05	70.4	-
LLaVA-NeXT-7B 2024.06	70.2	-
Qwen-2.5-VL-3B 2026.03	70.2	-
LLaVA-NeXT-7B 2026.03	70.2	100
Vanilla 2026.05	70.2	100
LLaVA-NeXT+CAL 2024.05	70.1	-
MGM 2024.05	69.9	-
ResPrune 2026.03	69.5	99.6
Monkey-10B 2024.06	69.4	-
LBR (ours) 2026.05	69.4	-
MGM-HD+CAL 2024.05	69.2	-
ResPrune 2026.03	69.2	98.1
MGM 2024.05	69.1	-
mPLUG-Owl2-7B 2024.06	68.7	-
LLaVA-1.5+CAL 2024.05	68.7	-
TwigVLM 2026.05	68.7	96.3
OccamToken 2026.05	68.7	97.3
LLaVA-NeXT 2024.05	68.5	-
Adaptive-VoCo 2025.12	68.5	-
OccamToken 2026.05	68.5	95.9
OccamToken 2026.05	68.5	93.8
ShareGPT4V-7B 2024.06	68.4	-
MGM-HD 2024.05	68.4	-
VisionZip 2026.05	68.3	89.4
Qwen-VL-Chat-7B 2024.06	68.2	-
VILA-7B 2024.06	68.2	-
LLaVA-1.5 2024.05	68.2	-
LLaVA-1.5-7B + RP 2024.08	68.2	-
TPRL 2026.03	68.2	-
DART 2026.03	68.2	97.5
VisionZIP 2026.03	68.1	98.1
PruMerge 2026.03	68.1	94.1
PruMerge 2026.03	67.8	96.6
DivPrune 2026.03	67.8	97.2
DART 2026.05	67.8	90.6
TPRL 2026.03	67.7	-
DivPrune 2026.03	67.7	96.6
DivPrune 2026.05	67.7	95
SparseVLM 2026.03	67.6	96.9
DART 2026.03	67.5	94.8

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