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ResearchFormerly WizWand

Document Visual Question Answering on DocVQA (Score)

90.4ScoreSPOT-E
22.59240.19657.875.404May 25, 2026May 29, 2026Jun 2, 2026Jun 6, 2026Jun 10, 2026Jun 14, 2026Jun 18, 2026
Updated 4mo ago

Evaluation results

MethodLinks
SPOT-EBase Model=Qwen3-VL-32B2026.0690.4
SPOT-EBase Model=Qwen2.5-VL-32B2026.0689.8
Qwen3-VL-32BBase Model=Qwen3-VL-32B2026.0689.8
Qwen2.5-VL-32BBase Model=Qwen2.5-VL-32B2026.0689.1
SPOT-EBase Model=InternVL2.5-26B2026.0686
SPOT-EBase Model=LLaVA-OV-72B2026.0686
InternVL2.5-26BBase Model=InternVL2.5-26B2026.0685
LLaVA-OV-72BBase Model=LLaVA-OV-72B2026.0684.9
Full-FinetuneTraining Budget=100%, Backbone=LLaVA-1.5-13B2026.0528.9
COINCIDETraining Budget=20%, Backbone=LLaVA-1.5-13B2026.0527.9
ICONSTraining Budget=20%, Backbone=LLaVA-1.5-13B2026.0527.9
RDSTraining Budget=20%, Backbone=LLaVA-1.5-13B2026.0527.5
Self-SupTraining Budget=20%, Backbone=LLaVA-1.5-13B2026.0527.4
MAGICTraining Budget=20%, Backbone=LLaVA-1.5-13B2026.0527.2
CLIP-ScoreTraining Budget=20%, Backbone=LLaVA-1.5-13B2026.0527.1
PerplexityTraining Budget=20%, Backbone=LLaVA-1.5-13B2026.0527.1
Self-FilterTraining Budget=20%, Backbone=LLaVA-1.5-13B2026.0527.1
EL2NTraining Budget=20%, Backbone=LLaVA-1.5-13B2026.0526.9
D2-PruningTraining Budget=20%, Backbone=LLaVA-1.5-13B2026.0526.5
SemDeDupTraining Budget=20%, Backbone=LLaVA-1.5-13B2026.0526.4
RandomTraining Budget=20%, Backbone=LLaVA-1.5-13B2026.0525.2