I-CONECT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Identity Detection | I-CONECT Digital Twin responses (test) | Accuracy44.42 | 12 | |
| Identity Detection | I-CONECT GPT responses (test) | Accuracy24.31 | 12 | |
| Identity Detection | I-CONECT Participant responses (test) | Accuracy50.95 | 12 | |
| MCI Detection | I-CONECT | Accuracy94.87 | 6 | |
| MoCA score prediction | I-CONECT (individual participants) | Prediction Score P13.53 | 3 | |
| Response Reconstruction | I-CONECT real and generated responses | P10.94 | 2 | |
| MCI Detection | I-CONECT School Subjects (K-fold evaluation) | Accuracy94.87 | 1 | |
| MCI Detection | I-CONECT Movie Genres (K-fold evaluation) | Accuracy88.57 | 1 | |
| MCI Detection | I-CONECT Day Time TV Shows (K-fold evaluation) | Accuracy90.24 | 1 | |
| MCI Detection | I-CONECT Crafts Hobbies (K-fold evaluation) | Accuracy93.75 | 1 |
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