Open Images
Benchmarks
TaskDatasetSOTA resultTrendResults
Open Images V6 (test)
56.38wmAPrel
86
Open Images
79.6Label Purity
30
Open Images V7
95.1Latency (us)
30
Open Images
84.5mAP
24
Open Images (test)
85mAP
16
Open Images Weapon slice
97.65F1 Score
15
Open Images 5000 random images (val)
0.719AUC
13
Open Images unseen classes (non-overlapping)
21AR@1000 (Overall)
11
Open Images V7 (test)
2.13Coverage Radius (T1)
10
Open Images v4 (test)
35.3Precision (K=10)
10
Open Images (val)
0.866SIC AUC
10
Open Images clip_txt Original Target (test)
0.874R^2 (variance-weighted)
9
Open Images (val)
58.11mAP
9
Open Images (test)
35.9mAP50 (Constrained Novel)
8
Open Images GZSL
40.9F1 Score @ K=10
7
Open Images ZSL
20.9F1@10
7
Open Images (val)
2.867BPSP
7
Open Images (Human)
40.82FID
5
Open Images Indoor
29.33FID
5
Open Images Natural
27.43FID
5
Open Images hierarchy depth 5
0.802Mean Jaccard Similarity
5
Open Images 432 binary tasks (test)
0.637CLIP Image Score
5
Open Images cross-task (test)
44.7Accuracy
5
Open Images (test)
85.1Accuracy
5
Open Images V6
40.7mR50
5