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Datasets › ImageNet-100 (TEMI Split)

ImageNet-100 (TEMI Split)

archive 2025-07-28

This split was introduced in TEMI (BMVC 2023)

Adaloglou, Nikolas, Felix Michels, Hamza Kalisch, and Markus Kollmann. "Exploring the Limits of Deep Image Clustering using Pretrained Models." In BMVC. 2023.

BenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 4 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Image Clustering ImageNet-100 (TEMI Split) TEMI CLIP ViT-L (openai) NMI 0.9006 Exploring the Limits of Deep Image Clustering using... HHU-MMBS/TEMI-official-BMVC2023 5 Compare
Open-World Semi-Supervised Learning ImageNet-100 (TEMI Split) SimGCD (ViT-B-16) Novel accuracy (50% Labeled) 79.1 Parametric Classification for Generalized Category... cvmi-lab/simgcd +1 5 Compare
Image Classification ImageNet-100 (TEMI Split) SparseSwin with L2 Percentage correct 86.96 SparseSwin: Swin Transformer with Sparse Transformer Block krisnapinasthika/sparseswin 2 Compare
Self-Supervised Learning ImageNet-100 (TEMI Split) CorInfomax (ResNet50) Top-1 Accuracy 82.64 Self-Supervised Learning with an Information... serdarozsoy/corinfomax-ssl 2 Compare

Papers archive 2025-07-28

11 shown of 11 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 12. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
SparseSwin: Swin Transformer with Sparse Transformer Block 1 1 11 Sep 2023 not harvested
Exploring the Limits of Deep Image Clustering using Pretrained Models 1 3 31 Mar 2023 ran 4 of 4 samples (0 unverified)
Parametric Classification for Generalized Category Discovery: A Baseline Study 2 1 21 Nov 2022 ran 2 of 2 samples (0 unverified)
Self-Supervised Learning with an Information Maximization Criterion 1 2 16 Sep 2022 not harvested
DLME: Deep Local-flatness Manifold Embedding 2 1 7 Jul 2022 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
Towards Realistic Semi-Supervised Learning 1 1 5 Jul 2022 ran 2 of 2 samples (0 unverified)
OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning 1 1 5 Jul 2022 ran 1 of 1 samples (0 unverified)
Generalized Category Discovery 1 1 7 Jan 2022 ran 5 of 11 samples (6 unverified)
Dataset Summarization by K Principal Concepts 0 1 8 Apr 2021 not harvested
Open-World Semi-Supervised Learning 1 1 6 Feb 2021 not harvested
SCAN: Learning to Classify Images without Labels 2 1 25 May 2020 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Image ClassificationImage ClusteringSelf-Supervised LearningOpen-World Semi-Supervised Learning

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • ImageNet-100 (TEMI Split)

1 variant name, as the archive lists them.

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