Category-level Retrieval on iNaturalist 2018
98.6mAPGrafit
Evaluation results
| Method | Links | |
|---|---|---|
| GrafitTraining Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Kingdom2020.11 | 98.6 | |
| SNCA+Training Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Kingdom2020.11 | 97.6 | |
| GrafitTraining Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Phylum2020.11 | 97.2 | |
| GrafitTraining Granularity=Class, Number of Training Classes=57, Testing Granularity=Class2020.11 | 95.4 | |
| SNCA+Training Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Phylum2020.11 | 91.7 | |
| SNCA+Training Granularity=Class, Number of Training Classes=57, Testing Granularity=Class2020.11 | 89.9 | |
| GrafitTraining Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Kingdom2020.11 | 88.3 | |
| GrafitTraining Granularity=Order, Number of Training Classes=272, Testing Granularity=Order2020.11 | 88.3 | |
| SNCA+Training Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Kingdom2020.11 | 83.3 | |
| GrafitTraining Granularity=Family, Number of Training Classes=1118, Testing Granularity=Family2020.11 | 83.1 | |
| GrafitTraining Granularity=Class, Number of Training Classes=57, Testing Granularity=Phylum2020.11 | 82.1 | |
| GrafitTraining Granularity=Class, Number of Training Classes=57, Testing Granularity=Kingdom2020.11 | 79.7 | |
| SNCA+Training Granularity=Class, Number of Training Classes=57, Testing Granularity=Phylum2020.11 | 79.4 | |
| SNCA+Training Granularity=Order, Number of Training Classes=272, Testing Granularity=Order2020.11 | 77.9 | |
| GrafitTraining Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Genus2020.11 | 77.2 | |
| SNCA+Training Granularity=Class, Number of Training Classes=57, Testing Granularity=Kingdom2020.11 | 75.9 | |
| GrafitTraining Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Class2020.11 | 74.9 | |
| SNCA+Training Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Class2020.11 | 73.1 | |
| GrafitTraining Granularity=Species, Number of Training Classes=8142, Testing Granularity=Species2020.11 | 70 | |
| SNCA+Training Granularity=Family, Number of Training Classes=1118, Testing Granularity=Family2020.11 | 68.4 | |
| GrafitTraining Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Phylum2020.11 | 67.8 | |
| GrafitTraining Granularity=Order, Number of Training Classes=272, Testing Granularity=Kingdom2020.11 | 60.8 | |
| SNCA+Training Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Genus2020.11 | 60.5 | |
| SNCA+Training Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Phylum2020.11 | 59.8 | |
| SNCA+Training Granularity=Order, Number of Training Classes=272, Testing Granularity=Kingdom2020.11 | 59.2 | |
| GrafitTraining Granularity=Family, Number of Training Classes=1118, Testing Granularity=Kingdom2020.11 | 58 | |
| SNCA+Training Granularity=Family, Number of Training Classes=1118, Testing Granularity=Kingdom2020.11 | 56 | |
| GrafitTraining Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Kingdom2020.11 | 55.9 | |
| GrafitTraining Granularity=Species, Number of Training Classes=8142, Testing Granularity=Kingdom2020.11 | 55.5 | |
| GrafitTraining Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Species2020.11 | 55.4 | |
| SNCA+Training Granularity=Species, Number of Training Classes=8142, Testing Granularity=Kingdom2020.11 | 55 | |
| SNCA+Training Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Kingdom2020.11 | 54.9 | |
| SNCA+Training Granularity=Species, Number of Training Classes=8142, Testing Granularity=Species2020.11 | 54.9 | |
| GrafitTraining Granularity=Species, Number of Training Classes=8142, Testing Granularity=Genus2020.11 | 53.9 | |
| GrafitTraining Granularity=Order, Number of Training Classes=272, Testing Granularity=Class2020.11 | 51.2 | |
| GrafitTraining Granularity=Order, Number of Training Classes=272, Testing Granularity=Phylum2020.11 | 50.9 | |
| GrafitTraining Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Class2020.11 | 50.1 | |
| SNCA+Training Granularity=Order, Number of Training Classes=272, Testing Granularity=Class2020.11 | 49.2 | |
| SNCA+Training Granularity=Order, Number of Training Classes=272, Testing Granularity=Phylum2020.11 | 49.1 | |
| GrafitTraining Granularity=Family, Number of Training Classes=1118, Testing Granularity=Genus2020.11 | 46.9 | |
| SNCA+Training Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Species2020.11 | 46 | |
| SNCA+Training Granularity=Species, Number of Training Classes=8142, Testing Granularity=Genus2020.11 | 46 | |
| GrafitTraining Granularity=Order, Number of Training Classes=272, Testing Granularity=Family2020.11 | 43.9 | |
| GrafitTraining Granularity=Class, Number of Training Classes=57, Testing Granularity=Order2020.11 | 42.7 | |
| GrafitTraining Granularity=Family, Number of Training Classes=1118, Testing Granularity=Order2020.11 | 42.3 | |
| SNCA+Training Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Class2020.11 | 41.3 | |
| GrafitTraining Granularity=Family, Number of Training Classes=1118, Testing Granularity=Phylum2020.11 | 38.9 | |
| SNCA+Training Granularity=Family, Number of Training Classes=1118, Testing Granularity=Genus2020.11 | 36.6 | |
| SNCA+Training Granularity=Class, Number of Training Classes=57, Testing Granularity=Order2020.11 | 35.7 | |
| SNCA+Training Granularity=Order, Number of Training Classes=272, Testing Granularity=Family2020.11 | 35.7 | |
| GrafitTraining Granularity=Family, Number of Training Classes=1118, Testing Granularity=Species2020.11 | 35.6 | |
| SNCA+Training Granularity=Family, Number of Training Classes=1118, Testing Granularity=Order2020.11 | 35.3 | |
| SNCA+Training Granularity=Family, Number of Training Classes=1118, Testing Granularity=Phylum2020.11 | 35 | |
| GrafitTraining Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Family2020.11 | 34.8 | |
| GrafitTraining Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Phylum2020.11 | 34.2 | |
| GrafitTraining Granularity=Species, Number of Training Classes=8142, Testing Granularity=Phylum2020.11 | 33 | |
| SNCA+Training Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Phylum2020.11 | 32.3 | |
| GrafitTraining Granularity=Family, Number of Training Classes=1118, Testing Granularity=Class2020.11 | 32.3 | |
| SNCA+Training Granularity=Species, Number of Training Classes=8142, Testing Granularity=Phylum2020.11 | 32.2 | |
| GrafitTraining Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Order2020.11 | 30.7 | |
| SNCA+Training Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Family2020.11 | 29.1 | |
| GrafitTraining Granularity=Order, Number of Training Classes=272, Testing Granularity=Genus2020.11 | 29 | |
| SNCA+Training Granularity=Family, Number of Training Classes=1118, Testing Granularity=Class2020.11 | 28.1 | |
| SNCA+Training Granularity=Family, Number of Training Classes=1118, Testing Granularity=Species2020.11 | 26.4 | |
| GrafitTraining Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Class2020.11 | 25.9 | |
| SNCA+Training Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Order2020.11 | 24.9 | |
| GrafitTraining Granularity=Species, Number of Training Classes=8142, Testing Granularity=Family2020.11 | 24.2 | |
| GrafitTraining Granularity=Species, Number of Training Classes=8142, Testing Granularity=Class2020.11 | 24.1 | |
| SNCA+Training Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Class2020.11 | 23.6 | |
| GrafitTraining Granularity=Order, Number of Training Classes=272, Testing Granularity=Species2020.11 | 23.6 | |
| SNCA+Training Granularity=Species, Number of Training Classes=8142, Testing Granularity=Class2020.11 | 23 | |
| SNCA+Training Granularity=Species, Number of Training Classes=8142, Testing Granularity=Family2020.11 | 21.7 | |
| GrafitTraining Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Order2020.11 | 21.1 | |
| SNCA+Training Granularity=Order, Number of Training Classes=272, Testing Granularity=Genus2020.11 | 18.1 | |
| SNCA+Training Granularity=Genus, Number of Training Classes=4401, Testing Granularity=Order2020.11 | 18 | |
| GrafitTraining Granularity=Class, Number of Training Classes=57, Testing Granularity=Family2020.11 | 18 | |
| GrafitTraining Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Order2020.11 | 17.7 | |
| GrafitTraining Granularity=Species, Number of Training Classes=8142, Testing Granularity=Order2020.11 | 16.2 | |
| SNCA+Training Granularity=Species, Number of Training Classes=8142, Testing Granularity=Order2020.11 | 15 | |
| GrafitTraining Granularity=Class, Number of Training Classes=57, Testing Granularity=Genus2020.11 | 13.5 | |
| GrafitTraining Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Family2020.11 | 13.2 | |
| SNCA+Training Granularity=Order, Number of Training Classes=272, Testing Granularity=Species2020.11 | 12.8 | |
| GrafitTraining Granularity=Class, Number of Training Classes=57, Testing Granularity=Species2020.11 | 12.1 | |
| SNCA+Training Granularity=Class, Number of Training Classes=57, Testing Granularity=Family2020.11 | 11.2 | |
| GrafitTraining Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Genus2020.11 | 9.72 | |
| SNCA+Training Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Order2020.11 | 9.09 | |
| GrafitTraining Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Species2020.11 | 9.02 | |
| GrafitTraining Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Family2020.11 | 8.7 | |
| GrafitTraining Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Genus2020.11 | 6.78 | |
| GrafitTraining Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Species2020.11 | 6.45 | |
| SNCA+Training Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Family2020.11 | 6.43 | |
| SNCA+Training Granularity=Class, Number of Training Classes=57, Testing Granularity=Genus2020.11 | 5.03 | |
| SNCA+Training Granularity=Class, Number of Training Classes=57, Testing Granularity=Species2020.11 | 3.8 | |
| SNCA+Training Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Genus2020.11 | 2.47 | |
| SNCA+Training Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Family2020.11 | 2.24 | |
| SNCA+Training Granularity=Phylum, Number of Training Classes=25, Testing Granularity=Species2020.11 | 1.86 | |
| SNCA+Training Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Genus2020.11 | 0.39 | |
| SNCA+Training Granularity=Kingdom, Number of Training Classes=6, Testing Granularity=Species2020.11 | 0.19 |