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 |
|---|---|---|---|---|---|
| VQA | VQA hard criterion | 32 | Apr 1, 2026 | ||
| Global Localization | MCD Panoramic | 32 | Apr 1, 2026 | ||
| Global Localization | MCD FoV-limited | 32 | Apr 1, 2026 | ||
| GUI Agent Robustness Evaluation | Pop-up Perturbation 1.0 (Large) | 32 | Apr 1, 2026 | ||
| GUI Agent Robustness Evaluation | Pop-up Perturbation 1.0 (Medium) |
| 32 |
| Apr 1, 2026 |
| GUI Agent Robustness Evaluation | Pop-up Perturbation 1.0 (Small) | 32 | Apr 1, 2026 |
|---|
| Generalized Few-Shot Semantic Segmentation | PASCAL-5i | 32 | Jun 9, 2026 |
|---|
| Dynamic Multi-objective Optimization | CEC DF2 2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF14 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF13 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF12 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF11 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF10 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF9 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF8 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF7 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF6 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF5 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF4 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF3 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF2 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Dynamic Multi-objective Optimization | DF1 CEC2018 | 32 | Mar 31, 2026 |
|---|
| Question Answering | 2WikiMultihopQA LongBench | 32 | May 29, 2026 |
|---|
| Multimodal Classification | Conflict-NYUD (test) | 32 | Mar 30, 2026 |
|---|
| Multimodal Classification | Conflict-AV-MNIST (test) | 32 | Mar 30, 2026 |
|---|