Generalized Zero-Shot Learning on SUN
69.6H
ZeroDiff++
Updated 3d ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2026.02 | 69.6 | 73.4 | 66.2 | - | - | - | - | - | |
2026.02 | 61.2 | 63 | 59.6 | - | - | - | - | - | |
2026.02 | 59.8 | 63 | 56.9 | - | - | - | - | - | |
2026.02 | 59.5 | 63.8 | 55.7 | - | - | - | - | - | |
2026.02 | 59.5 | 62.3 | 56.9 | - | - | - | - | - | |
2026.02 | 58.4 | 63.6 | 54.1 | - | - | - | - | - | |
2026.02 | 57.8 | 58.1 | 57.4 | - | - | - | - | - | |
2026.02 | 57 | 54.7 | 59.4 | - | - | - | - | - | |
2022.04 | 56.7 | 41.4 | 89.9 | - | - | - | - | - | |
2026.02 | 55.7 | 64.6 | 49 | - | - | - | - | - | |
2021.03 | 54.8 | 52.7 | 57 | - | - | - | - | - | |
2026.02 | 54.8 | 61.5 | 49.4 | - | - | - | - | - | |
2020.03 | 53.7 | 62.4 | 47.1 | - | - | - | - | - | |
2022.04 | 53.4 | 38.1 | 89.9 | - | - | - | - | - | |
2020.03 | 53.3 | 44.3 | 66.9 | - | - | - | - | - | |
2026.02 | 52.8 | 51.8 | 53.8 | - | - | - | - | - | |
2025.12 | 52.4 | 62.5 | 45.1 | - | - | - | 36 | 1.6 | |
2026.02 | 52.3 | 61.7 | 45.3 | - | - | - | - | - | |
2025.12 | 51.7 | 60.6 | 45 | - | - | - | 35.2 | 1.5 | |
2025.12 | 51.4 | 61.4 | 44.2 | - | - | - | 35.2 | 1.6 | |
2025.12 | 51.4 | 59.3 | 45.3 | - | - | - | 34.7 | 1.4 | |
2019.03 | 49.6 | 60.6 | 41.9 | - | - | - | - | - | |
2020.03 | 49.6 | 60.6 | 41.9 | - | - | - | - | - | |
2026.02 | 49.5 | 49.3 | 49.8 | - | - | - | - | - | |
2020.03 | 48.6 | 58.8 | 41.5 | - | - | - | - | - | |
2026.02 | 47.8 | 49.5 | 46.2 | - | - | - | - | - | |
2026.02 | 47.8 | 45.4 | 50.4 | - | - | - | - | - | |
2024.04 | 47.3 | 45.9 | 48.4 | - | - | - | - | - | |
2026.02 | 47.3 | 45.9 | 48.4 | - | - | - | - | - | |
2019.03 | 47.2 | 54.2 | 41.8 | - | - | - | - | - | |
2020.03 | 47.2 | 54.2 | 41.8 | - | - | - | - | - | |
2020.03 | 46.3 | 41.8 | 51.9 | - | - | - | - | - | |
2024.04 | 45.8 | 45.7 | 45.8 | - | - | - | - | - | |
2026.02 | 45.5 | 48.3 | 43 | - | - | - | - | - | |
2022.04 | 43.8 | 49.9 | 39.3 | - | - | - | - | - | |
2022.04 | 43.7 | 52.6 | 37.3 | - | - | - | - | - | |
2024.04 | 43.3 | 48.6 | 39 | - | - | - | - | - | |
2019.03 | 43.1 | 50.1 | 37.8 | - | - | - | - | - | |
2020.03 | 43.1 | 50.1 | 37.8 | - | - | - | - | - | |
2021.03 | 43.1 | 48.8 | 38.6 | - | - | - | - | - | |
2022.04 | 43.1 | 50.1 | 37.8 | - | - | - | - | - | |
2024.04 | 43.1 | 45.8 | 40.7 | - | - | - | - | - | |
2020.03 | 43 | 45.6 | 40.7 | - | - | - | - | - | |
2021.03 | 43 | 45.6 | 40.7 | - | - | - | - | - | |
2024.04 | 43 | 45.6 | 40.7 | - | - | - | - | - | |
2022.04 | 42.8 | 45.3 | 40.7 | - | - | - | - | - | |
2024.04 | 42.5 | 49.2 | 37.4 | - | - | - | - | - | |
2026.02 | 42.5 | 48.6 | 37.8 | - | - | - | - | - | |
2025.12 | 42.4 | 47 | 38.6 | - | - | - | 25.9 | 0 | |
2024.04 | 42.2 | 47.9 | 37.8 | - | - | - | - | - | |
2021.03 | 41.9 | 45.7 | 38.6 | - | - | - | - | - | |
2025.12 | 41.8 | 50.4 | 35.7 | - | - | - | 25.3 | 0 | |
2019.03 | 41.7 | 33.6 | 54.8 | - | - | - | - | - | |
2020.03 | 41.7 | 33.6 | 54.8 | - | - | - | - | - | |
2022.04 | 41.7 | 47.4 | 37.2 | - | - | - | - | - | |
2024.04 | 41.7 | 47.4 | 37.2 | - | - | - | - | - | |
2025.12 | 41.7 | 50.9 | 35.4 | - | - | - | 25.3 | 0 | |
2022.04 | 41.6 | 46.2 | 37.8 | - | - | - | - | - | |
2025.12 | 41.6 | 46.2 | 37.8 | - | - | - | 25.3 | 0 | |
2020.03 | 41.5 | 50.7 | 35.1 | - | - | - | - | - | |
2019.03 | 41.3 | 45.1 | 38 | - | - | - | - | - | |
2020.03 | 41.3 | 45.1 | 38 | - | - | - | - | - | |
2021.03 | 41.3 | 45.1 | 38 | - | - | - | - | - | |
2024.04 | 41.3 | 45.1 | 38 | - | - | - | - | - | |
2024.04 | 41.3 | 52.2 | 34.2 | - | - | - | - | - | |
2022.04 | 41.2 | 43.3 | 39.3 | - | - | - | - | - | |
2022.04 | 41.2 | 37.9 | 45.2 | - | - | - | - | - | |
2024.04 | 40.9 | 44.8 | 37.7 | - | - | - | - | - | |
2024.04 | 40.8 | 52.6 | 33.4 | - | - | - | - | - | |
2018.12 | 40.6 | 47.2 | 35.7 | - | - | - | - | - | |
2021.03 | 40.6 | 45.3 | 36.8 | - | - | - | - | - | |
2021.03 | 40.6 | 47.2 | 35.7 | - | - | - | - | - | |
2020.03 | 40.2 | 42.9 | 37.8 | - | - | - | - | - | |
2021.03 | 40.2 | 42.9 | 37.8 | - | - | - | - | - | |
2021.06 | 40.2 | 45.1 | 36.2 | - | - | - | - | - | |
2022.04 | 40.2 | 42.9 | 37.8 | - | - | - | - | - | |
2026.02 | 40.1 | 47.4 | 34.8 | - | - | - | - | - | |
2021.03 | 40 | 49.4 | 33.6 | - | - | - | - | - | |
2017.12 | 39.4 | 42.6 | 36.6 | - | - | - | - | - | |
2019.03 | 39.4 | 42.6 | 36.6 | - | - | - | - | - | |
2019.03 | 39.4 | 47.2 | 33.8 | - | - | - | - | - | |
2018.12 | 39.4 | 42.6 | 36.6 | - | - | - | - | - | |
2020.03 | 39.4 | 42.6 | 36.6 | - | - | - | - | - | |
2020.03 | 39.4 | 47.2 | 33.8 | - | - | - | - | - | |
2021.03 | 39.4 | 42.6 | 36.6 | - | - | - | - | - | |
2022.04 | 39.4 | 42.6 | 36.6 | - | - | - | - | - | |
2019.04 | 39.4 | 42.6 | 36.6 | - | - | - | - | - | |
2021.03 | 39.3 | 36.3 | 42.8 | - | - | - | - | - | |
2022.04 | 39.3 | 36.3 | 42.8 | - | - | - | - | - | |
2025.12 | 39.2 | 48.1 | 33.1 | - | - | - | 21.9 | 1.2 | |
2021.06 | 38.6 | 41.9 | 35.9 | - | - | - | - | - | |
2022.04 | 37.6 | 41.9 | 34 | - | - | - | - | - | |
2024.04 | 37.6 | 41.9 | 34 | - | - | - | - | - | |
2026.02 | 37.6 | 41.9 | 34 | - | - | - | - | - | |
2022.04 | 37.5 | 40.2 | 35.2 | - | - | - | - | - | |
2025.12 | 37.3 | 45.8 | 31.4 | - | - | - | 19.9 | 1.2 | |
2025.12 | 37.2 | 45.8 | 31.4 | - | - | - | 19.9 | 1.2 | |
2025.12 | 37.1 | 46.6 | 30.8 | - | - | - | 19.9 | 1.2 | |
2024.04 | 36.9 | 38.1 | 35.7 | - | - | - | - | - | |
2021.06 | 36.2 | 44 | 30.7 | - | - | - | - | - |
Showing 100 of 196 rows