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Multi-label Classification on NUS-WIDE 81 unseen labels (test)

0.603mAP

MKT

Updated 3mo ago

Evaluation Results

Method	Links
MKT 2022.07		0.603	0.626	0.557	0.565	0.702	0.413	0.856
BiAM 2022.07		0.478	0.596	0.534	-	-	-	-
GAN-MLZSL 2022.07		0.467	0.593	0.531	0.535	0.665	0.394	0.816
DualCoOp 2022.07		0.436	0.413	0.387	-	-	-	-
MKT 2022.07		0.425	0.341	0.315	-	-	-	-
ADDS 2022.07		0.39	0.37	0.393	-	-	-	-
MKT 2022.07		0.376	0.341	0.311	-	-	-	-
ADDS 2022.07		0.366	0.342	0.366	-	-	-	-
LESA 2022.07		0.315	0.58	0.52	0.523	0.651	0.386	0.8
CNN-RNN 2022.07		0.283	0.552	0.508	0.499	0.617	0.377	0.781
FastTag 2022.07		0.224	0.538	0.486	0.486	0.604	0.36	0.746
Logistic 2022.07		0.216	0.511	0.461	0.461	0.573	0.342	0.708
nCLIP 2022.10		0.161	0.356	0.166	-	-	-	-
xCLIP 2022.10		0.153	0.352	0.168	-	-	-	-
CLIP 2022.10		0.151	0.333	0.16	-	-	-	-
WARP 2022.07		0.031	0.544	0.494	0.491	0.61	0.366	0.759
WSABIE 2022.07		0.031	0.538	0.492	0.485	0.604	0.365	0.756