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 |
|---|---|---|---|---|---|
| Video Anomaly Detection | CUHK Avenue (Ave) (test) | 203 | Feb 26, 2026 | ||
| Class-Conditional Image Generation | ImageNet 256x256 (train val) | 203 | Jun 2, 2026 | ||
| RGB-T Tracking | RGBT234 (test) | 203 | Mar 4, 2026 | ||
| Classification | ImageNet1k |
| 202 |
| Mar 20, 2026 |
| Interactive Segmentation | DAVIS | 202 | Apr 15, 2026 |
|---|
| Salient Object Detection | HKU-IS | 202 | Jul 1, 2026 |
|---|
| Image Reconstruction | ImageNet 256x256 | 202 | Jun 1, 2026 |
|---|
| Multi-person Pose Estimation | CrowdPose (test) | 202 | Mar 11, 2026 |
|---|
| Mathematical Reasoning | AIME 25 | 201 | Feb 26, 2026 |
|---|
| Video Understanding | MVBench (test) | 201 | Jun 12, 2026 |
|---|
| Image Classification | MNIST (test) | 201 | Apr 24, 2026 |
|---|
| Speech Enhancement | VoiceBank-DEMAND (test) | 201 | Jun 25, 2026 |
|---|
| Person Re-identification | Occluded-Duke (test) | 201 | May 8, 2026 |
|---|
| Face Verification | IJB-B | 201 | Jun 11, 2026 |
|---|
| Natural Language Understanding | GLUE (val) | 201 | May 12, 2026 |
|---|
| Node Classification | Reddit (test) | 201 | Jun 1, 2026 |
|---|
| Credit Card Fraud Detection | BankSim | 200 | May 13, 2026 |
|---|
| Single-Hop Question Answering | PopQA | 200 | Jul 8, 2026 |
|---|
| Alzheimer stage classification | ADNI | 200 | Jun 11, 2026 |
|---|
| Composed Image Retrieval | Fashion-IQ (test) | 200 | Jun 4, 2026 |
|---|
| Optical Flow | Sintel (train) | 200 | Mar 27, 2026 |
|---|
| Depth Completion | NYU-depth-v2 official (test) | 200 | Mar 24, 2026 |
|---|
| Few-shot Object Detection | CD-FSOD | 200 | Mar 31, 2026 |
|---|
| GUI Agent Task | AndroidWorld | 200 | Jul 1, 2026 |
|---|
| Few-Shot Class-Incremental Learning | miniImageNet (test) | 200 | Jun 24, 2026 |
|---|