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 Classification | GTSRB 0.5% BER (test) | 30 | Feb 26, 2026 | ||
| Image Classification | GTSRB 1% BER (test) | 30 | Feb 26, 2026 | ||
| Image Classification | ImageNet-10 0.5% BER (test) | 30 | Feb 26, 2026 | ||
| Response Harmfulness Classification | WildGuard (test) | 30 | May 29, 2026 | ||
| Sequential Recommendation | Amazon Beauty (Leave-one-out) |
| 30 |
| Jun 4, 2026 |
| Video Salient Object Detection | FBMS (test) | 30 | Feb 26, 2026 |
|---|
| Object Detection | Open Images V7 | 30 | Feb 26, 2026 |
|---|
| Safety Alignment | Harmful Dataset (test) | 30 | Feb 26, 2026 |
|---|
| Gaussian Image Denoising | McMaster | 30 | Feb 26, 2026 |
|---|
| Gaussian Image Denoising | Kodak24 | 30 | Feb 26, 2026 |
|---|
| Gaussian Image Denoising | ImageNet | 30 | Feb 26, 2026 |
|---|
| completion task | MemoTrap (test) | 30 | Feb 26, 2026 |
|---|
| Offline Reinforcement Learning | D4RL AntMaze v2 (various) | 30 | May 29, 2026 |
|---|
| Truthfulness Evaluation | TruthfulQA (test) | 30 | May 29, 2026 |
|---|
| Tracking | AriaMultiagent | 30 | Feb 26, 2026 |
|---|
| Image Captioning Robustness | Image Captioning Dataset | 30 | Feb 26, 2026 |
|---|
| Anomaly Detection | MUTAG | 30 | Feb 26, 2026 |
|---|
| Language Modeling | Pubmed zero-shot | 30 | Jun 9, 2026 |
|---|
| Language Modeling | LM1B zero-shot | 30 | Jun 9, 2026 |
|---|
| Image Classification | CIFAR-100 (test) | 30 | Feb 26, 2026 |
|---|
| Image Classification | SVHN (test) | 30 | Feb 26, 2026 |
|---|
| Multimodal emotion recognition | MER 2023 | 30 | Mar 18, 2026 |
|---|
| Multi-Exposure Image Fusion | MEFB | 30 | Feb 26, 2026 |
|---|
| Quantization | LLAMA | 30 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet (val) | 30 | Feb 26, 2026 |
|---|