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 |
|---|---|---|---|---|---|
| Sentiment Analysis | SST2 | 131 | Jun 4, 2026 | ||
| Language Model Evaluation | BenchPress short-context (test) | 131 | May 12, 2026 | ||
| Spatial Reasoning | EmbSpatial | 131 | Jun 17, 2026 | ||
| Sequential Recommendation | Yelp | 131 | May 11, 2026 | ||
| Hallucination Detection | GSM8K |
| 131 |
| Jun 19, 2026 |
| Scientific Question Answering | GPQA Diamond | 131 | Jun 9, 2026 |
|---|
| OOD Detection | CIFAR-10 (ID) vs Places 365 (OOD) | 131 | Jul 8, 2026 |
|---|
| Image Classification | SUN397 | 131 | Feb 26, 2026 |
|---|
| Medical Image Classification | BUSI | 131 | Jul 7, 2026 |
|---|
| Text-to-Image Generation | MS-COCO 2017 (val) | 131 | May 20, 2026 |
|---|
| Topic Classification | DBPedia | 131 | May 21, 2026 |
|---|
| Time Series Classification | Heartbeat | 131 | May 18, 2026 |
|---|
| Natural Language Inference | XNLI | 131 | Jun 18, 2026 |
|---|
| Video Classification | Kinetics 400 | 131 | Feb 27, 2026 |
|---|
| Person Re-identification | Occluded-Duke | 131 | May 20, 2026 |
|---|
| Texture Classification | DTD | 131 | May 28, 2026 |
|---|
| Gray-scale image denoising | Set12 | 131 | Feb 26, 2026 |
|---|
| Text Classification | DBpedia (DBP) | 131 | Jul 8, 2026 |
|---|
| Person Re-identification | Market-1501 1.0 (test) | 131 | Feb 26, 2026 |
|---|
| Speech Recognition | WSJ (92-eval) | 131 | Feb 26, 2026 |
|---|
| Mathematical Reasoning | GSM8K | 130 | Jun 2, 2026 |
|---|
| Context Compression Evaluation | BenchPress suite macro-averaged across all datasets | 130 | May 12, 2026 |
|---|
| Single-needle retrieval | Visual Haystacks single-needle challenge | 130 | Apr 21, 2026 |
|---|
| Constrained Clustering | COL2 | 130 | Mar 31, 2026 |
|---|
| Out-of-Distribution Detection | OpenOOD average of NINCO, iNat, SSB-Hard, OpenImages-O, Textures | 130 | Mar 5, 2026 |
|---|