WP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| LLM-generated text detection | WP-s Claude3 Opus | TPR @ FPR 1%96 | 18 | |
| LLM-generated text detection | WP-s GPT4 Turbo | TPR @ FPR 1%98.7 | 18 | |
| LLM-generated text detection | WP-s GPT4 | TPR @ FPR 1%82 | 18 | |
| Inductive Knowledge Hypergraph Link Prediction | WP 100 | MRR0.222 | 15 | |
| Inductive Knowledge Hypergraph Link Prediction | WP 75 | MRR0.192 | 15 | |
| Inductive Knowledge Hypergraph Link Prediction | WP 50 | MRR0.212 | 15 | |
| Inductive Knowledge Hypergraph Link Prediction | WP 25 | MRR0.143 | 15 | |
| Node-Relation Inductive Link Prediction | WP 100% unseen relations | MRR0.222 | 15 | |
| Node-Relation Inductive Link Prediction | WP 75% unseen relations | MRR0.194 | 15 | |
| Node-Relation Inductive Link Prediction | WP 50% unseen relations | MRR0.212 | 15 | |
| Node-Relation Inductive Link Prediction | WP 25% unseen relations | MRR0.169 | 15 | |
| Robotic Grinding | WP-E1 1.0 (test) | Execution Time (min)8 | 3 | |
| Robotic Grinding | WP-E2 | Execution Time (s)192.3 | 3 | |
| Robotic Grinding | WP-E1 | Execution Time (s)182.6 | 3 | |
| Grinding | WP S5 | In-limit Force Ratio (%)100 | 3 | |
| Grinding | WP S2 | In-limit Force Ratio100 | 3 | |
| Grinding | WP-S1 | Execution Time (s)5.3 | 3 |
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