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ResearchFormerly WizWand

Visual Question Answering on CV-VQA Near OOD

69.36AccuracyVanilla FT(LORA)
43.734450.387257.0463.6928Nov 3, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Vanilla FT(LORA)Backbone=PaliGemma-3B, Adaptation Method=LoRA2024.1169.36
Adam-SPD(LORA)Backbone=PaliGemma-3B, Adaptation Method=LoRA2024.1168.85
LP-FT(LORA)Backbone=PaliGemma-3B, Adaptation Method=LoRA2024.1165.93
WiSE-FT(LORA)Backbone=PaliGemma-3B, Adaptation Method=LoRA2024.1164.55
Linear Prob.Backbone=PaliGemma-3B, Adaptation Method=Linear Probing2024.1163.87
Zero-ShotBackbone=PaliGemma-3B, Adaptation Method=Zero-Shot2024.1144.72