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 |
|---|---|---|---|---|---|
| Class-Incremental Learning | Class-Incremental Learning Sequences Easy | 36 | Mar 5, 2026 | ||
| Class-Incremental Learning | Class-Incremental Learning Sequences Hard | 36 | Mar 5, 2026 | ||
| Mathematical Reasoning | MinervaMath | 36 | Apr 20, 2026 | ||
| Scientific Code Generation | SciCode (test) | 36 | Mar 4, 2026 | ||
| Speaker Impersonation Attack | VoxCeleb1 and CNCeleb subsampled (test-enrollment) |
| 36 |
| Mar 4, 2026 |
| Satellite→Drone Geo-localization | SUES-200 250m | 36 | Mar 17, 2026 |
|---|
| Satellite→Drone Geo-localization | SUES-200 200m | 36 | Mar 17, 2026 |
|---|
| Harmful Refusal | WG (test) | 36 | Jul 7, 2026 |
|---|
| Mean Performance Evaluation | Downstream Tasks Summary | 36 | Mar 4, 2026 |
|---|
| Language Modeling | Lambada Standard | 36 | Mar 4, 2026 |
|---|
| Multivariate Time Series Classification | SelfRegulationSCP2 UEA (test) | 36 | Jul 7, 2026 |
|---|
| Watermark Detection | C4 | 36 | Mar 4, 2026 |
|---|
| Instruction Following | UnNI (test) | 36 | Mar 4, 2026 |
|---|
| Instruction Following | Super-NI (test) | 36 | Mar 4, 2026 |
|---|
| Instruction Following | Vicuna Eval (test) | 36 | Mar 4, 2026 |
|---|
| Multi-hop QA Retrieval | MuSiQue | 36 | Mar 17, 2026 |
|---|
| Genomic Prediction | Soybean | 36 | Mar 4, 2026 |
|---|
| Graph OOD Detection | IMDB-M IMDB-B | 36 | Apr 1, 2026 |
|---|
| Classification | Teacher Education Dataset DT 1.0 (test) | 36 | Mar 4, 2026 |
|---|
| Out-of-Distribution Detection | ImageNet | 36 | May 13, 2026 |
|---|
| Causality | QRData | 36 | Mar 4, 2026 |
|---|
| Question Answering | ARC-E | 36 | Feb 27, 2026 |
|---|
| Question Answering | ARC Challenge | 36 | Feb 27, 2026 |
|---|
| 3D Reconstruction | Replica | 36 | Feb 27, 2026 |
|---|
| Rent's parameter estimation | Artificial and Real Netlists jpeg, nova, netcard, tate_pairing, CA53, ariane-133 v1 (test) | 36 | Feb 27, 2026 |
|---|