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ResearchFormerly WizWand

Zero-shot Object Detection on ZSFooD 1.0 (test)

0.87Recall@100SeeDS
0.361440.493470.62550.75753Oct 7, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SeeDSEvaluation Protocol=GZSD - Seen, Backbone=ResNet-101, Word Embedding=CLIP2023.100.8782.8
RRFSEvaluation Protocol=GZSD - Seen, Backbone=ResNet-101, Word Embedding=CLIP2023.100.86682.7
CZSDEvaluation Protocol=GZSD - Seen, Backbone=ResNet-101, Word Embedding=CLIP2023.100.86181.2
SUEvaluation Protocol=GZSD - Seen, Backbone=ResNet-101, Word Embedding=CLIP2023.100.82379.1
SeeDSEvaluation Protocol=GZSD - Harmonic Mean, Backbone=ResNet-101, Word Embedding=CLIP2023.100.6336.7
RRFSEvaluation Protocol=GZSD - Harmonic Mean, Backbone=ResNet-101, Word Embedding=CLIP2023.100.6145.2
ConSEEvaluation Protocol=GZSD - Seen, Backbone=ResNet-101, Word Embedding=CLIP2023.100.5854.3
SUEvaluation Protocol=GZSD - Harmonic Mean, Backbone=ResNet-101, Word Embedding=CLIP2023.100.5744.5
BLCEvaluation Protocol=GZSD - Seen, Backbone=ResNet-101, Word Embedding=CLIP2023.100.55351.1
CZSDEvaluation Protocol=GZSD - Harmonic Mean, Backbone=ResNet-101, Word Embedding=CLIP2023.100.5484.1
SeeDSEvaluation Protocol=ZSD, Backbone=ResNet-101, Word Embedding=CLIP2023.100.5295.9
SeeDSEvaluation Protocol=GZSD - Unseen, Backbone=ResNet-101, Word Embedding=CLIP2023.100.4983.5
RRFSEvaluation Protocol=ZSD, Backbone=ResNet-101, Word Embedding=CLIP2023.100.4884.3
CZSDEvaluation Protocol=ZSD, Backbone=ResNet-101, Word Embedding=CLIP2023.100.484
RRFSEvaluation Protocol=GZSD - Unseen, Backbone=ResNet-101, Word Embedding=CLIP2023.100.4762.7
BLCEvaluation Protocol=GZSD - Harmonic Mean, Backbone=ResNet-101, Word Embedding=CLIP2023.100.4681.8
ConSEEvaluation Protocol=GZSD - Harmonic Mean, Backbone=ResNet-101, Word Embedding=CLIP2023.100.4641.4
SUEvaluation Protocol=ZSD, Backbone=ResNet-101, Word Embedding=CLIP2023.100.4533.9
CZSDEvaluation Protocol=GZSD - Unseen, Backbone=ResNet-101, Word Embedding=CLIP2023.100.4482.1
SUEvaluation Protocol=GZSD - Unseen, Backbone=ResNet-101, Word Embedding=CLIP2023.100.4412.3
BLCEvaluation Protocol=ZSD, Backbone=ResNet-101, Word Embedding=CLIP2023.100.4121.1
BLCEvaluation Protocol=GZSD - Unseen, Backbone=ResNet-101, Word Embedding=CLIP2023.100.4050.9
ConSEEvaluation Protocol=ZSD, Backbone=ResNet-101, Word Embedding=CLIP2023.100.3970.8
ConSEEvaluation Protocol=GZSD - Unseen, Backbone=ResNet-101, Word Embedding=CLIP2023.100.3810.7