Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Base-to-novel Classification research benchmarks · SOTA2 Research

Base-to-novel Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Base-to-novel Evaluation Suite ViT-B/32 backbone (Harmonic Mean)

78Average Score

8

Feb 27, 2026

Base-to-novel Evaluation Suite ViT-B/32 backbone (base classes)

CLIP-LoRA† + ADK

82.6Average Accuracy

8

Feb 27, 2026

Base-to-novel Evaluation Suite (Novel Classes)

73.9Avg Accuracy

8

Feb 27, 2026

Base-to-novel Evaluation Suite (Base Classes)

—

—Average Score

0

Feb 26, 2026

Popular datasets

Base-to-novel Evaluation Suite

Follow for updates

Join SOTA2 Contact