Aspect Sentiment Quad Prediction on Rest16
66.49F1 Score
LLM
Updated 6d ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2026.05 | 66.49 | - | - | |
2026.05 | 66.49 | - | - | |
2026.05 | 65.1 | - | - | |
2025.11 | 64.21 | 63.98 | 64.46 | |
2025.11 | 64.21 | - | - | |
2025.11 | 63.88 | - | - | |
2025.11 | 63.51 | - | - | |
2024.06 | 63.49 | 68.16 | 59.42 | |
2025.11 | 63.42 | 62.74 | 64.12 | |
2026.03 | 62.8 | 61.24 | 64.48 | |
2026.05 | 62.57 | - | - | |
2026.05 | 62.51 | - | - | |
2026.05 | 62.51 | - | - | |
2026.05 | 62.51 | - | - | |
2025.11 | 62.48 | - | - | |
2026.03 | 62.48 | 69.59 | 56.7 | |
2026.03 | 61.83 | 60.29 | 63.45 | |
2026.03 | 61.7 | 60.54 | 62.9 | |
2026.03 | 61.61 | 61.16 | 62.08 | |
2024.06 | 61.4 | 63.59 | 59.35 | |
2026.03 | 61.33 | 59.9 | 62.83 | |
2026.03 | 61.24 | - | - | |
2025.11 | 61.04 | 62.69 | 59.75 | |
2025.11 | 60.88 | 60.08 | 61.7 | |
2026.05 | 60.82 | - | - | |
2026.03 | 60.5 | 59.02 | 62.05 | |
2025.11 | 60.47 | 59.24 | 61.75 | |
2026.03 | 60.47 | 59.24 | 61.75 | |
2024.06 | 60.39 | - | - | |
2025.11 | 60.39 | - | - | |
2026.03 | 60.39 | - | - | |
2026.05 | 60.39 | - | - | |
2026.05 | 60.39 | - | - | |
2025.11 | 60.11 | 58.31 | 62.02 | |
2024.06 | 59.79 | 57.92 | 61.8 | |
2025.11 | 59.79 | 57.92 | 61.8 | |
2026.03 | 59.79 | 57.92 | 61.8 | |
2026.05 | 59.65 | - | - | |
2024.06 | 59.62 | 60.27 | 58.94 | |
2026.03 | 59.53 | 58.74 | 60.35 | |
2024.06 | 59.32 | 57.58 | 61.17 | |
2025.11 | 59.32 | 57.58 | 61.17 | |
2026.03 | 59.32 | 57.58 | 61.17 | |
2026.05 | 58.79 | - | - | |
2026.05 | 58.63 | - | - | |
2024.06 | 57.93 | 56.63 | 59.3 | |
2025.11 | 57.93 | 56.63 | 59.3 | |
2026.03 | 57.93 | 56.63 | 59.3 | |
2026.05 | 57.93 | - | - | |
2026.05 | 57.93 | - | - | |
2025.11 | 57.7 | - | - | |
2025.11 | 57.55 | 57.3 | 57.82 | |
2026.05 | 56.37 | - | - | |
2026.05 | 56.36 | - | - | |
2024.06 | 56.04 | 54.54 | 57.62 | |
2026.03 | 56.04 | 54.54 | 57.62 | |
2026.05 | 56.04 | - | - | |
2026.05 | 54.7 | - | - | |
2026.05 | 54.4 | - | - | |
2026.05 | 54.32 | - | - | |
2026.05 | 54 | - | - | |
2026.05 | 54 | - | - | |
2026.05 | 51.7 | - | - | |
2026.05 | 50.35 | - | - | |
2026.05 | 48.98 | - | - | |
2026.05 | 47.54 | - | - | |
2026.05 | 46.62 | - | - | |
2026.05 | 46.62 | - | - | |
2026.05 | 46.23 | - | - | |
2025.11 | 45 | - | - | |
2026.05 | 44.67 | - | - | |
2026.03 | 43.88 | 38.4 | 50.93 | |
2025.11 | 43.77 | 38.4 | 50.93 | |
2026.05 | 42.9 | - | - | |
2026.05 | 42.05 | - | - | |
2026.05 | 42.05 | - | - | |
2026.05 | 41.15 | - | - | |
2026.05 | 41.15 | - | - | |
2025.11 | 40.81 | 36.09 | 46.93 | |
2026.05 | 40.15 | - | - | |
2026.05 | 38.27 | - | - | |
2026.05 | 38.27 | - | - | |
2025.11 | 37.1 | - | - | |
2026.05 | 34.54 | - | - | |
2026.05 | 34.31 | - | - | |
2026.05 | 33.26 | - | - | |
2026.05 | 30.42 | - | - | |
2026.05 | 30.13 | - | - | |
2026.05 | 28.96 | - | - | |
2026.03 | 26.9 | 27.4 | 26.41 | |
2026.05 | 26.73 | - | - | |
2026.03 | 24.68 | 25.36 | 24.03 | |
2026.05 | 14.02 | - | - |