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 | CUB-200 | 126 | Jul 2, 2026 | ||
| Audio Classification | Urbansound8K | 126 | Apr 2, 2026 | ||
| Multimodal Reasoning | MMBench EN V1.1 | 125 | Jun 2, 2026 | ||
| Language Model Performance Evaluation | LLM Evaluation Benchmark | 125 | May 26, 2026 | ||
| Classification | CreditDefault (test) |
| 125 |
| May 12, 2026 |
| Node classification | Cora | 125 | Jun 19, 2026 |
|---|
| Multi-Depot Vehicle Routing Problem | Cordeau MDVRP | 125 | May 1, 2026 |
|---|
| Algorithm Selection for Continuous Black-Box Optimisation | COCO BBOB Evaluation Protocols (LIO, Random, LPO) | 125 | Apr 13, 2026 |
|---|
| Star Discrepancy Minimization | 3D Unit Cube | 125 | Apr 2, 2026 |
|---|
| Question Answering | MedMCQA | 125 | Jul 3, 2026 |
|---|
| Sleep Quality Prediction | Garmin wearable data (LOOCV) | 125 | Feb 26, 2026 |
|---|
| Classification | OrganAMNIST | 125 | Apr 3, 2026 |
|---|
| Solving transport equation | Transport Shift transport equation 4.4, initial conditions 4.9 (test) | 125 | Feb 26, 2026 |
|---|
| Zero-shot Reasoning | Reasoning Suite (ARC-e, ARC-c, HellaSwag, PIQA, Winogrande) zero-shot | 125 | Jun 4, 2026 |
|---|
| Retrieval | THINGS-EEG 200-way zero-shot retrieval (Intra-Subject) | 125 | May 7, 2026 |
|---|
| Multi-hop Question Answering | LoCoMo | 125 | Jun 18, 2026 |
|---|
| Image Classification | Oxford Pets (test) | 125 | Apr 9, 2026 |
|---|
| Zero-shot Image Classification | ImageNet-1K | 125 | Jul 2, 2026 |
|---|
| Object Detection | Pascal VOC (Novel Split 3) | 125 | Jun 23, 2026 |
|---|
| Object Detection | Pascal VOC (Novel Split 2) | 125 | Jun 23, 2026 |
|---|
| Causal Discovery | Synthetic DAGs | 125 | Feb 26, 2026 |
|---|
| Multimodal Benchmarking | MMBench English | 125 | Jul 1, 2026 |
|---|
| Sign Language Translation | CSL-Daily (dev) | 125 | Jun 30, 2026 |
|---|
| Image-to-Recipe Retrieval | Recipe1M 10k setup (test) | 125 | Apr 20, 2026 |
|---|
| Speech Recognition | LibriSpeech clean (dev) | 125 | Jun 23, 2026 |
|---|