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ResearchFormerly WizWand

Object Recognition on Caltech101 (Accuracy)

39.2AccuracyUP-DP (gc(.))
25.1628.80532.4536.095Jul 20, 2023
Updated 8mo ago

Evaluation results

MethodLinks
UP-DP (gc(.))Backbone=ViT-B/32, Evaluation Protocol=Linear probe2023.0739.2
Zero-Shot BLIP-2Backbone=BLIP-2, Evaluation Protocol=Zero-shot2023.0737.9
UP-DP (gc(.))Backbone=ViT-G/14, Evaluation Protocol=Linear probe2023.0737.6
RandomBackbone=ViT-B/32, Evaluation Protocol=Linear probe2023.0737.1
UP-DP (gc(.))Backbone=ViT-H/14, Evaluation Protocol=Linear probe2023.0737.1
UP-DP (g1(.))Backbone=ViT-B/32, Evaluation Protocol=Linear probe2023.0735.5
UP-DP (gc(.))Backbone=RN50, Evaluation Protocol=Linear probe2023.0735.3
UP-DP (f(.))Backbone=ViT-B/32, Evaluation Protocol=Linear probe2023.0735.2
UP-DP (f(.))Backbone=ViT-G/14, Evaluation Protocol=Linear probe2023.0733.9
RandomBackbone=RN50, Evaluation Protocol=Linear probe2023.0733.6
UP-DP (g1(.))Backbone=ViT-G/14, Evaluation Protocol=Linear probe2023.0733.6
UP-DP (f(.))Backbone=ViT-H/14, Evaluation Protocol=Linear probe2023.0733.5
RandomBackbone=ViT-G/14, Evaluation Protocol=Linear probe2023.0733.4
UP-DP (g1(.))Backbone=ViT-H/14, Evaluation Protocol=Linear probe2023.0733.2
RandomBackbone=ViT-H/14, Evaluation Protocol=Linear probe2023.0733
UP-DP (f(.))Backbone=RN50, Evaluation Protocol=Linear probe2023.0732.4
UP-DP (g1(.))Backbone=RN50, Evaluation Protocol=Linear probe2023.0732.4
USL-IBackbone=ViT-B/32, Evaluation Protocol=Linear probe2023.0731.8
UP-DP (gc(.))Backbone=RN101, Evaluation Protocol=Linear probe2023.0731.2
USL-MBackbone=ViT-B/32, Evaluation Protocol=Linear probe2023.0731
USL-IBackbone=ViT-G/14, Evaluation Protocol=Linear probe2023.0730.2
USL-MBackbone=ViT-H/14, Evaluation Protocol=Linear probe2023.0730.1
UP-DP (f(.))Backbone=RN101, Evaluation Protocol=Linear probe2023.0729.8
USL-IBackbone=ViT-H/14, Evaluation Protocol=Linear probe2023.0729.8
USL-MBackbone=ViT-G/14, Evaluation Protocol=Linear probe2023.0729.8
USL-IBackbone=RN50, Evaluation Protocol=Linear probe2023.0729.7
UP-DP (g1(.))Backbone=RN101, Evaluation Protocol=Linear probe2023.0729.4
USL-MBackbone=RN50, Evaluation Protocol=Linear probe2023.0728.6
RandomBackbone=RN101, Evaluation Protocol=Linear probe2023.0727.4
USL-IBackbone=RN101, Evaluation Protocol=Linear probe2023.0726.3
USL-MBackbone=RN101, Evaluation Protocol=Linear probe2023.0725.7