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 |
|---|---|---|---|---|---|
| Approximating Partial Differential Equations | Wave equation 39 | 40 | May 29, 2026 | ||
| Function Approximation | Two-dimensional function Equation 34 | 40 | May 29, 2026 | ||
| Partial Differential Equation Solving | (2+1)D Heat Equation on 51x51x51 grid collocation points (train test) | 40 | May 29, 2026 | ||
| Assigned Robotic Manipulation Planning | Franka Simulation Environment | 40 | May 29, 2026 | ||
| Sentence-Level Watermarking | C4 |
| 40 |
| May 29, 2026 |
| Offline Reinforcement Learning | HalfCheetah vel | 40 | May 29, 2026 |
|---|
| Malware Detection | ELSA-RAMD Track 1 | 40 | May 29, 2026 |
|---|
| Velocity and pressure prediction in vessel-like tube domains | Aneurysm 28.4% Deformation, 7.00 mm Length (test) | 40 | May 29, 2026 |
|---|
| Velocity and pressure prediction for Navier-Stokes equations | Stenosis 51.2% Deformation, 13.0mm Length (test) | 40 | May 29, 2026 |
|---|
| Multimodal Reasoning | MMMU | 40 | May 28, 2026 |
|---|
| Multimodal Reasoning | RealWorldQA | 40 | May 28, 2026 |
|---|
| Multimodal Reasoning | MMBench | 40 | May 28, 2026 |
|---|
| Multiple-choice Question Answering | MMLU-Pro Phys. | 40 | May 28, 2026 |
|---|
| Multiple-choice Question Answering | MMLU-Pro Law | 40 | May 28, 2026 |
|---|
| Multiple-choice Question Answering | MMLU-Pro Chem. | 40 | May 28, 2026 |
|---|
| Automatic Speech Recognition | Mean of six datasets (LibriSpeech-clean, LibriSpeech-other, SPGI, VoxPopuli, GigaSpeech, TED-LIUM) (test) | 40 | May 28, 2026 |
|---|
| Gaze Estimation | MPIIGaze D_M (test) | 40 | May 27, 2026 |
|---|
| Radio Frequency Fingerprinting Identification | ManySig Day 1 1.0 (test) | 40 | May 27, 2026 |
|---|
| Solving Sparse Linear Systems | 2D Geometric Symmetric | 40 | May 27, 2026 |
|---|
| Maximum Covering Location-Interdiction Problem (MCLIP) | SJC real-world instances (All) | 40 | May 27, 2026 |
|---|
| Prompt Injection | OpenPromptInjection | 40 | May 27, 2026 |
|---|
| Skill Evolution | SL-Bench | 40 | May 27, 2026 |
|---|
| Skill Evolution | S-Bench | 40 | May 27, 2026 |
|---|
| Skill Evolution | SRA-Bench | 40 | May 27, 2026 |
|---|
| Multimodal Jailbreak Attack | MM-SafetyBench (full) | 40 | May 27, 2026 |
|---|