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 |
|---|---|---|---|---|---|
| Slot Filling and Intent Detection | MixSNIPS | 31 | Feb 26, 2026 | ||
| Logical Query Answering (EPFO) | FB15k-237 (test) | 31 | Feb 26, 2026 | ||
| Classification | VOC 2007 | 31 | Mar 4, 2026 | ||
| Action Recognition | ActivityNet v1.3 | 31 | Feb 26, 2026 | ||
| Image Dehazing | O-Haze (test) | 31 | Feb 26, 2026 | ||
| Reading Comprehension | RACE-m |
| 31 |
| Mar 4, 2026 |
| Hierarchical Text Classification | NYT | 31 | Mar 18, 2026 |
|---|
| Dependency Parsing | UD 2.2 (test) | 31 | Feb 26, 2026 |
|---|
| RGB-Infrared Cross-Modality Person Re-Identification | SYSU-MM01 All Search Multi-shot | 31 | Jun 2, 2026 |
|---|
| Text Retrieval | Flickr8K (test) | 31 | Feb 26, 2026 |
|---|
| Image Classification | ILSVRC-12 | 31 | Feb 26, 2026 |
|---|
| Edge Detection | BIPED (test) | 31 | Feb 26, 2026 |
|---|
| Object Recognition | VLCS | 31 | Feb 26, 2026 |
|---|
| Classification | ImageCLEF | 31 | May 8, 2026 |
|---|
| Domain Adaptation Classification | Office-31 (test) | 31 | Feb 26, 2026 |
|---|
| Fine-grained Visual Categorization | CUB-Birds | 31 | Apr 1, 2026 |
|---|
| Semantic Correspondence | Caltech-101 | 31 | Feb 26, 2026 |
|---|
| Semantic Segmentation | BDD Night (test) | 31 | Feb 26, 2026 |
|---|
| Person Re-Identification | CUHK03 Detected NP (test) | 31 | Feb 26, 2026 |
|---|
| Semantic Role Labeling | CoNLL WSJ English benchmark 2009 (test) | 31 | Feb 26, 2026 |
|---|
| Speech Emotion Recognition | IEMOCAP (Leave One Session Out (LOSO)) | 31 | Feb 26, 2026 |
|---|
| Part Segmentation | ShapeNet Parts | 31 | Feb 26, 2026 |
|---|
| Semantic Role Labeling | CoNLL 2005 (Brown) | 31 | Feb 27, 2026 |
|---|
| Medical Image Segmentation | MSD Heart (test) | 31 | May 28, 2026 |
|---|
| Image Classification | MNIST to SVHN standard (test) | 31 | Feb 26, 2026 |
|---|