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 |
|---|---|---|---|---|---|
| Image Generation Evaluation | TCC | 60 | Mar 4, 2026 | ||
| Continual Learning | Tiny-ImageNet Split 100 tasks (test) | 60 | Feb 27, 2026 | ||
| Continual Learning | Split CIFAR-100 10 tasks | 60 | Feb 27, 2026 | ||
| Long-context Understanding | LongBench | 60 | Feb 27, 2026 | ||
| Image Classification | CIFAR-10 standard (test) | 60 | Feb 26, 2026 | ||
| Cross-Subject Voxel Alignment |
|---|
| NSD (Natural Scenes Dataset) (subject pair) |
| 60 |
| Feb 26, 2026 |
| Instruction Following | MT-Bench zh | 60 | Feb 26, 2026 |
|---|
| Instruction Following | AlignBench | 60 | Apr 6, 2026 |
|---|
| 3D Object Detection | Seeing Through Fog (STF) dense fog v1.0 (test) | 60 | Feb 26, 2026 |
|---|
| Tabular Classification | CARTE Binary | 60 | Feb 26, 2026 |
|---|
| Question Answering | NQ (Natural Questions) (test) | 60 | Feb 26, 2026 |
|---|
| Question Answering | RQA (test) | 60 | Feb 26, 2026 |
|---|
| Reconstruction | Austria profile | 60 | Feb 26, 2026 |
|---|
| Multi-view Clustering | Synthetic Dataset Setup | 60 | Feb 26, 2026 |
|---|
| Multilingual Speech Generation | TTS multilingual (test) | 60 | Apr 20, 2026 |
|---|
| Robotic Manipulation | SimplerEnv | 60 | Jun 9, 2026 |
|---|
| Odometry | KITTI 2011 (sequences 0036, 0101, 0028, 0034, 0042, 0022, 0071, 0018, 0020, 0027, 0033, 0027, 0034, 0047) | 60 | Feb 26, 2026 |
|---|
| Reddit Summary Alignment | Reddit Summary normalized rewards (test) | 60 | Feb 26, 2026 |
|---|
| Helpful Assistant Alignment | Helpful Assistant normalized rewards (test) | 60 | Feb 26, 2026 |
|---|
| Zero-shot Classification | EleutherAI (test) | 60 | Feb 26, 2026 |
|---|
| Cardiac risk prediction | Clinical cardiac rehabilitation dataset | 60 | Feb 26, 2026 |
|---|
| Chart Generation | RealHitBench | 60 | Mar 11, 2026 |
|---|
| Data Analysis | RealHitBench | 60 | Mar 11, 2026 |
|---|
| Continual Learning | Split CIFAR-100 (10 tasks) (test) | 60 | Feb 27, 2026 |
|---|
| Short-term Forecasting | Power | 60 | May 15, 2026 |
|---|