datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
continual-learning-bench-data
Continual Learning Benchmark — Data
Frozen corpora and supporting artifacts for the six tasks in the Continual Learning Benchmark. The repo accompanies the (anonymized) benchmark codebase, which loads these files and feeds them — with task-specific framing — to the system under evaluation.
Repository layout
blind_spectrum_monitoring/ # frozen scan corpus + metadata
codebase_adaptation/ # final PR dataset + 2 docker images
cohort_studies/ # cohort defs… See the full description on the dataset page: https://huggingface.co/datasets/continual-learning-benchmark/continual-learning-bench-data.mnist360-continual-learning-qualification
MNIST-360 Continual-Learning Qualification
A reproducible qualification study of the actual MNIST-360 General Continual Learning stream using a pinned official Mammoth implementation.
The study prospectively compared five fixed conditions across 12 fresh seeds:
Condition
Mean final accuracy
SGD
20.37%
ER-200
47.91%
ER-500
61.18%
ER-1000
75.17%
Joint/offline
81.67%
Result
Negative qualification: NOT_SUFFICIENTLY_LEARNABLE_UNDER_FROZEN_GATES… See the full description on the dataset page: https://huggingface.co/datasets/rjsabouhi/mnist360-continual-learning-qualification.repro-on-the-theory-of-continual-learning-with-gradient-descent-for-neural-networks-traces
Agent traces
Agent sessions published from a Trackio Logbook.
continual-learning-papers
Continual Learning Papers — FineSet
A research-paper dataset on Continual Learning Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-19.
It is not auto-updated. Research on Continual Learning Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you choose? See the bottom. ↓
Why this dataset
Quality-scored:… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/continual-learning-papers.