The hall

Leaderboard.

Global rankings for petrol-station detection. Composite = β · max(0.6·map50 + 0.4·fp − θ, δ) with gates θ=0.2924, δ=0.01, β=1.0. Ceiling ≈ 0.708. Latency gate at p95 ≤ 10 s.

Completed submissions
17
Unique competitors
2
Top composite
0.583
Administrator
Scope
all runs
best per user all runs
#UserSubmissionComposite map50false_positiveScoredp95 latencyModel
1 Administrator Stress-test 001 (YOLO ONNX, single-pass) 0.583 0.871 0.882 122 948 ms Starter .zip
2 Administrator Stress-test 002 (INT8 YOLO, fresh top) 0.583 0.862 0.897 122 250 ms Starter .zip
3 Administrator trained-v1 · YOLOv8s fine-tuned (val mAP50 0.7525) 0.559 0.791 0.942 496 1941 ms Starter .zip
4 Administrator fast-win v5 · WBF ensemble + agreement gate 0.387 0.529 0.906 461 2513 ms Starter .zip
5 Administrator v8b · havengo + CLAHE + class-aware NMS (single pass) 0.380 0.591 0.796 499 3623 ms Starter .zip
6 Administrator fast-win v7 · TTA-flip + agreement (single model, ≤30MB) 0.376 0.522 0.888 464 3950 ms Starter .zip
7 Administrator Stress-test 003 (SuperBitDev/petrol7, template default pipeline) 0.366 0.578 0.777 284 1368 ms Starter .zip
8 Administrator fast-win v3 · WBF ensemble (havengo + SuperBitDev) 0.353 0.564 0.767 460 2526 ms Starter .zip
9 Administrator trained-v2 · YOLOv11s top-scored consensus (val mAP50 0.9337) 0.350 0.549 0.782 497 1180 ms Starter .zip
10 Administrator baseline · havengo (resubmit with full deps) 0.345 0.530 0.800 460 1371 ms Starter .zip
11 Administrator fast-win v2 · soft-NMS isolated (conf 0.50 floor) 0.344 0.530 0.795 460 2284 ms Starter .zip
12 CodeViz yolov_stater 0.108 0.000 1.000 126 942 ms private
13 CodeViz conf_ 0.108 0.000 1.000 126 883 ms private
14 CodeViz starter_extend 0.108 0.000 1.000 154 2603 ms private
15 CodeViz 101 0.108 0.000 1.000 129 846 ms private
16 Administrator fast-win v4 · WBF ensemble + post-fusion conf gate 0.108 0.000 1.000 460 2366 ms Starter .zip
17 Administrator fast-win v1 · havengo + soft-NMS 0.010 0.284 0.186 460 1216 ms Starter .zip