Piscine leaderboard

This Hugging Face leaderboard evaluates swimming pool detection from aerial images using binary semantic segmentation.

  • Input: RGB aerial image tiles (test set)
  • Output: binary masks where 1 = pool and 0 = background
  • Evaluation metric: F1-score (pixel-wise) computed on a hidden ground-truth dataset

To submit results, participants must upload a ZIP archive containing one .npz file per test image. Each .npz file must include a single array named mask with values in {0, 1}.
{
  • "headers": [
    • "Eval Name",
    • "Result Name",
    • "Submission Date",
    • "f1"
    ],
  • "data": [
    • [
      • "Achille44_Soumission4",
      • "Soumission4",
      • "2026-01-05T12:54:21Z",
      • 73.72
      ],
    • [
      • "NolFe_Soumission5_NF_JZ",
      • "Soumission5_NF_JZ",
      • "2026-01-04T21:08:29Z",
      • 73.61
      ],
    • [
      • "Achille44_Soumission6",
      • "Soumission6",
      • "2026-01-07T07:44:32Z",
      • 73.55
      ],
    • [
      • "NolFe_Soumission4_NF_JZ",
      • "Soumission4_NF_JZ",
      • "2026-01-04T13:04:14Z",
      • 73.22
      ],
    • [
      • "Viviroro8642_Test_6_VR_DR",
      • "Test_6_VR_DR",
      • "2026-01-04T11:48:36Z",
      • 73.22
      ],
    • [
      • "Viviroro8642_Test_7_VR_DR",
      • "Test_7_VR_DR",
      • "2026-01-05T09:20:34Z",
      • 72.76
      ],
    • [
      • "Viviroro8642_Test_8_VR_DR",
      • "Test_8_VR_DR",
      • "2026-01-05T19:08:42Z",
      • 72.14
      ],
    • [
      • "Achille44_Soumission5",
      • "Soumission5",
      • "2026-01-06T11:39:06Z",
      • 71.68
      ],
    • [
      • "Celien9_TEST_ROULIN_BENAIN",
      • "TEST_ROULIN_BENAIN",
      • "2026-01-06T11:38:05Z",
      • 70.25
      ],
    • [
      • "JeremBoillat_Soumission_4",
      • "Soumission_4",
      • "2026-01-06T17:15:52Z",
      • 69.55
      ],
    • [
      • "NolFe_Soumission3_NF_JZ",
      • "Soumission3_NF_JZ",
      • "2025-12-31T15:26:09Z",
      • 69.38
      ],
    • [
      • "Celien9_ROULIN_BENAIN_SOUMISSION",
      • "ROULIN_BENAIN_SOUMISSION",
      • "2026-01-06T20:15:26Z",
      • 67.94
      ],
    • [
      • "Achille44_Soumission3",
      • "Soumission3",
      • "2026-01-04T17:05:45Z",
      • 66.84
      ],
    • [
      • "JeremBoillat_Soumission_3",
      • "Soumission_3",
      • "2026-01-06T17:15:36Z",
      • 66.79
      ],
    • [
      • "Achille44_Soumission_n°2",
      • "Soumission_n°2",
      • "2026-01-01T14:34:48Z",
      • 66.22
      ],
    • [
      • "RomainOz_Romain_soumission_1",
      • "Romain_soumission_1",
      • "2026-01-06T10:18:27Z",
      • 65.73
      ],
    • [
      • "NolFe_Soumission2_NF_JZ",
      • "Soumission2_NF_JZ",
      • "2025-12-22T18:22:23Z",
      • 64.42
      ],
    • [
      • "Antoine1091_test",
      • "test",
      • "2025-12-18T08:22:20Z",
      • 56.09
      ],
    • [
      • "Antoine1091_Baseline-HEIG",
      • "Baseline-HEIG",
      • "2025-12-17T22:27:44Z",
      • 56.09
      ],
    • [
      • "Viviroro8642_Test_5_VR_DR",
      • "Test_5_VR_DR",
      • "2026-01-03T22:10:48Z",
      • 51.16
      ],
    • [
      • "JeremBoillat_Soumission_1",
      • "Soumission_1",
      • "2026-01-06T17:15:07Z",
      • 48.17
      ],
    • [
      • "Achille44_AchilleB_Soumission1",
      • "AchilleB_Soumission1",
      • "2025-12-22T16:00:59Z",
      • 47.09
      ],
    • [
      • "NolFe_Soumission1-NF-JZ",
      • "Soumission1-NF-JZ",
      • "2025-12-22T15:44:34Z",
      • 45.92
      ],
    • [
      • "JeremBoillat_Soumission_2",
      • "Soumission_2",
      • "2026-01-06T17:15:21Z",
      • 43.37
      ],
    • [
      • "Viviroro8642_Test_4_VR_DR",
      • "Test_4_VR_DR",
      • "2026-01-03T21:34:09Z",
      • 41.45
      ],
    • [
      • "Viviroro8642_Test_2_VR_DR",
      • "Test_2_VR_DR",
      • "2026-01-03T18:33:23Z",
      • 21.05
      ],
    • [
      • "Viviroro8642_Test_3_VR_DR",
      • "Test_3_VR_DR",
      • "2026-01-03T20:41:41Z",
      • 20.57
      ],
    • [
      • "Viviroro8642_Test_VR_DR",
      • "Test_VR_DR",
      • "2026-01-03T12:56:44Z",
      • 12.92
      ]
    ],
  • "metadata": null
}