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 |
|---|---|---|---|---|---|
| Equilibrium State Estimation | COVID-19 | 132 | Jun 12, 2026 | ||
| Reranking | TREC DL 2020 | 132 | May 15, 2026 | ||
| Image Generation | GenEval | 132 | Jul 3, 2026 | ||
| Multimodal Sentiment Analysis | MOSI | 132 | Mar 17, 2026 | ||
| Graph Classification | Peptides-Func | 132 | Jun 4, 2026 | ||
| Document Parsing |
| OmniDocBench 1.5 (test) |
| 132 |
| May 28, 2026 |
| Private vector-wise filtering | Private vector-wise filtering online phase (test) | 132 | Feb 26, 2026 |
|---|
| Jailbreak Attack | HADES | 132 | Jul 7, 2026 |
|---|
| Question Answering | HotpotQA | 132 | May 8, 2026 |
|---|
| Jailbreaking | AdvBench | 132 | Apr 21, 2026 |
|---|
| Camera Pose Estimation | CO3D v2 | 132 | Jul 7, 2026 |
|---|
| Code Generation | HumanEval+ (test) | 132 | May 28, 2026 |
|---|
| Graph Anomaly Detection | Amazon | 132 | Jun 12, 2026 |
|---|
| Question Answering | QASPER (test) | 132 | May 19, 2026 |
|---|
| Language Modeling | The Pile | 132 | Jul 7, 2026 |
|---|
| Object Detection | MS COCO novel classes | 132 | Feb 27, 2026 |
|---|
| Dataset Distillation | CIFAR-100 (test) | 132 | Mar 4, 2026 |
|---|
| Novel View Synthesis | ScanNet | 132 | Jun 4, 2026 |
|---|
| Object Detection | COCO mini (val) | 132 | Apr 2, 2026 |
|---|
| Node Classification | CLUSTER (test) | 132 | Jul 1, 2026 |
|---|
| Text Classification | TREC (test) | 132 | Jun 30, 2026 |
|---|
| Zero-Shot Learning | SUN | 132 | Mar 19, 2026 |
|---|
| Video Object Segmentation | SA-V (test) | 132 | Jul 7, 2026 |
|---|
| Jailbreak Attack | JailbreakBench | 132 | Feb 26, 2026 |
|---|
| Embodied Task Execution | ROBOTHOR | 131 | Jun 15, 2026 |
|---|