Loading the SOTA2 catalog…
SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Graph Anomaly Detection | Facebook (test) | 42 | May 27, 2026 | ||
| Graph Anomaly Detection | CiteSeer (test) | 42 | Jun 30, 2026 | ||
| Online Continual Learning | Tiny-ImageNet (test) | 42 | Feb 26, 2026 | ||
| Online Continual Learning | Tiny-ImageNet | 42 | Feb 26, 2026 | ||
| Action Recognition | PKU-MMD II (xsub) | 42 | Feb 26, 2026 | ||
| Visual Question Answering |
| PathMMU Tiny 1.0 (test) |
| 42 |
| Mar 23, 2026 |
| Online Continual Learning | CIFAR-100 (test) | 42 | Feb 26, 2026 |
|---|
| LGT Detection | Fast-DetectGPT WP-s (test) | 42 | Feb 26, 2026 |
|---|
| Automatic Speech Recognition | LibriSpeech 100h (test-other) | 42 | Jun 11, 2026 |
|---|
| Tabular Data Synthesis Fidelity | energy | 42 | Feb 26, 2026 |
|---|
| Image Inpainting | Places2 (evaluation) | 42 | Feb 26, 2026 |
|---|
| Video Question Answering | VCG Bench | 42 | Feb 26, 2026 |
|---|
| Graph Classification | MOLBACE | 42 | Apr 20, 2026 |
|---|
| Graph Classification | MOLTOX21 | 42 | May 7, 2026 |
|---|
| Watermarking | DiffusionDB | 42 | May 19, 2026 |
|---|
| Activity Recognition | Shoaib | 42 | May 22, 2026 |
|---|
| Unsupervised Object Discovery | PASCAL VOC 2012 | 42 | Apr 15, 2026 |
|---|
| Bayesian Optimization | noise-free synthetic problems (test) | 42 | Feb 26, 2026 |
|---|
| Frame-level Deepfake Detection | DFD | 42 | Mar 26, 2026 |
|---|
| Node Classification | PubMed semi-supervised | 42 | Feb 26, 2026 |
|---|
| Cancer diagnosis | CAMELYON-16 | 42 | Feb 26, 2026 |
|---|
| Action Recognition | SSv2 Few-shot | 42 | Mar 19, 2026 |
|---|
| Bi-directional MR model estimation | Synthetic bi-directional MR data Scenario S(4,4,10), direction X → Y | 42 | Feb 26, 2026 |
|---|
| Bi-directional MR model estimation | Synthetic bi-directional MR data Scenario S(3,3,8) direction Y → X | 42 | Feb 26, 2026 |
|---|
| Bi-directional MR model estimation | Synthetic bi-directional MR data Scenario S(2,2,6) direction Y → X | 42 | Feb 26, 2026 |
|---|