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Visual Question Answering on SQA

93.42Accuracy

Vanilla

Updated 4d ago

Evaluation Results

Method	Links
Vanilla 2026.04		93.42	100
VisionZip w/ DSTP 2026.04		92.08	97.4
FastV w/ DSTP 2026.04		91.84	97.5
DivPrune w/ DSTP 2026.04		91.36	95.5
VisionZip 2026.04		90.41	96.5
FastV 2026.04		87.98	94.3
DivPrune 2026.04		86.12	91.2
VISOR-TR 2026.03		75.4	-
VISOR 2026.03		75.3	-
M³ 2026.03		75.1	-
BitDelta 2025.06		73	-
Aligned 2025.06		72.8	-
Delta-CoMe 2025.06		72.3	-
Q-VLM 2024.10		72.27	-
PRINMIX 2025.06		72.1	-
Full Precision Baseline 2024.10		71.61	-
QLoRA 2024.10		71.52	-
Low-Rank 2025.06		71.4	-
AWQ 2024.10		71.37	-
FEATHER 2026.02		70.5	101.3
Vanilla 2026.02		69.6	100
SwiftVLM 2026.02		69	99.1
Q-VLM 2024.10		68.84	-
SwiftVLM 2026.02		68.5	98.4
AWQ 2024.10		68.13	-
QLoRA 2024.10		68.04	-
Downsample 2026.03		67.4	-
LLaVA-OV 2026.03		67.2	-
VisionZip 2026.03		67	-
Full Precision Baseline 2024.10		66.79	-
SparseVLM 2026.03		66.7	-
PyramidDrop 2026.03		66.7	-
Q-VLM 2024.10		66.67	-
HiRED 2026.03		66.3	-
QLoRA 2024.10		66.16	-
AWQ 2024.10		65.87	-
VisionZip† 2026.03		65.8	-
VisPruner 2026.03		65.7	-
Q-VLM 2024.10		57.7	-
AWQ 2024.10		56.73	-
QLoRA 2024.10		56.5	-