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Papers Benchmarks Datasets Tasks

Feature Visualization research benchmarks · SOTA2 Research

Feature Visualization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet 1k (val)

ImageNet (Reference)

70.64Zero-Shot Top1 Acc

22

Feb 26, 2026

Gemma Scope Gemma 2 2B 16k-wide residual stream 486-latents SAE (train/test)

84Win Rate

12

Feb 26, 2026

DINOv3 Random 100 features

16.51s(x)

3

May 19, 2026

DINO Feature 4831 v3

16.58s(x)

3

May 19, 2026

DINOv3 (Feature 9863)

16.53s(x)

3

May 19, 2026

142FVD

3

Apr 8, 2026

Popular datasets

Dino ImageNet VidChapters Gemma Scope

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