PSI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Pedestrian Trajectory Prediction | PSI | ADE18.91 | 21 | |
| Pedestrian Intent Prediction | PSI (test) | Accuracy63.09 | 9 | |
| Pedestrian crossing intent prediction | PSI 1.0 (test) | Accuracy88 | 9 | |
| Exact Bayesian Inference | PSI twoCoins (F) (test) | Inference Time (s)0.0002 | 6 | |
| Exact Bayesian Inference | PSI benchmarks noisyOr (F) (test) | Inference Time (s)0.0016 | 6 | |
| Exact Bayesian Inference | PSI murderMystery (F) (test) | Inference Time (s)0.0002 | 6 | |
| Exact Bayesian Inference | PSI grass (F) (test) | Inference Time0.0008 | 6 | |
| Exact Bayesian Inference | PSI evidence2 (F) (test) | Inference Time (s)0.0002 | 6 | |
| Exact Bayesian Inference | PSI evidence1 (F) benchmarks (test) | Inference Time (s)0.0002 | 6 | |
| Exact Bayesian Inference | PSI digitRecognition (F) (test) | Inference Time (s)0.021 | 6 | |
| Exact Bayesian Inference | PSI alarm (F) (test) | Inference Time (s)0.0005 | 6 | |
| Reasoning Generation | PSI | CIDEr0.023 | 4 | |
| Exact Bayesian Inference | PSI clinicalTrial2 (C) (test) | Inference Time (s)0.0024 | 3 | |
| Exact Bayesian Inference | PSI clinicalTrial (C) (test) | Inference Time (s)150 | 2 | |
| Pedestrian intent prediction | PSI 2.0 (test) | Accuracy73 | 1 |
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