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 |
|---|---|---|---|---|---|
| Passage Ranking | TREC DL 2019 (test) | 33 | Feb 26, 2026 | ||
| Unsupervised single object discovery | COCO20K 2014 (train) | 33 | Feb 26, 2026 | ||
| Remote Grounding | REVERIE unseen (test) | 33 | Feb 26, 2026 | ||
| Referring Image Segmentation | G-Ref (test) | 33 | Feb 26, 2026 | ||
| Video Classification | HMDB 23 (test) | 33 | Feb 26, 2026 | ||
| Out-of-Distribution Detection |
|---|
| CIFAR100 (ID) vs SVHN (OOD) |
| 33 |
| May 21, 2026 |
| Node Classification | ogbn-papers100M | 33 | Jun 2, 2026 |
|---|
| Object Detection | ScanNet v2 (val) | 33 | Feb 27, 2026 |
|---|
| Face Recognition | AGEDB | 33 | Feb 26, 2026 |
|---|
| Trajectory Forecasting | Zara-2 | 33 | Feb 26, 2026 |
|---|
| Image Classification | WebVision 50 (val) | 33 | Feb 26, 2026 |
|---|
| Natural Language Inference | CB SuperGLUE (test) | 33 | Feb 26, 2026 |
|---|
| Video Frame Interpolation | DAVIS | 33 | Apr 3, 2026 |
|---|
| Node Classification | CoraFull (test) | 33 | Feb 26, 2026 |
|---|
| Super-Resolution | SIQAD 1.0 (test) | 33 | Feb 26, 2026 |
|---|
| Super-Resolution | SCID 1.0 (test) | 33 | Feb 26, 2026 |
|---|
| Attribute Value Extraction | MAVE 1.0 (test) | 33 | Feb 26, 2026 |
|---|
| Geometric Matching | HPatches 240 x 240 | 33 | Feb 26, 2026 |
|---|
| Semantic Segmentation | SemanticPOSS (test) | 33 | Feb 26, 2026 |
|---|
| Semantic Scene Completion | SUNCG (test) | 33 | Feb 26, 2026 |
|---|
| Cross-domain few-shot classification | CD-FSL benchmark | 33 | Feb 26, 2026 |
|---|
| Graph Classification | EXP (test) | 33 | Feb 26, 2026 |
|---|
| Calibration | MNIST | 33 | Feb 26, 2026 |
|---|
| Image Clustering | CIFAR-10 (full) | 33 | Feb 26, 2026 |
|---|
| Unconditional Image Generation | CIFAR10 | 33 | Jun 16, 2026 |
|---|