COIL

Benchmarks

Task Name	Dataset Name	SOTA Result
Cross-domain image retrieval	COIL1 → COIL2	mAP0.9076	104
Classification	COIL-20	Accuracy1	76
Tensor Reconstruction	COIL-100 1.0 (test)	Relative Reconstruction Error0.349	48
Tensor Decomposition	COIL-100	Average Iteration Time (s)2.455	48
Clustering	COIL-20	ACC79.3	47
Image Clustering	COIL-20	NMI1	29
Clustering	COIL-100	ACC94.4	28
Clustering	COIL20	AC100	28
Image Clustering	COIL-100	NMI0.985	28
Subspace Clustering	COIL20	Clustering Error2.14	14
Clustering	COIL	ACC99.7	12
Clustering	COIL100	AC0.916	12
Multi-view Clustering	COIL-10 V=3, N=720	ACC99.91	11
Classification	COIL-20 (test)	Classification Accuracy (ACCcls)95.97	11
Classification	COIL-100 (test)	Accuracy91.17	11
Classification	COIL	Accuracy87.67	10
Subspace Clustering	COIL-40	ACC92.2	10
Hierarchical Agglomerative Clustering	COIL-100	AMI91.9	9
Hierarchical Agglomerative Clustering	coil-20	AMI90.1	9
Clustering	coil-20	ARI0.849	9
Subspace Clustering	COIL20	NMI98.3	9
Clustering	COIL-20 (full)	NMI1	9
Image Classification	COIL (test)	Accuracy56	8
Subspace Clustering	COIL-100 Scattered	ACC0.984	8
Subspace Clustering	COIL-40 Scattered	Accuracy100	8

Showing 25 of 44 rows