ReinPlusPlus / validation /evaluations.json
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Release six Rein++ checkpoints with evaluation results
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[
{
"model_id": "rdg_usg2cbm_dinov3_rein",
"status": "passed",
"metrics": {
"aAcc": 93.6,
"mIoU": 74.64,
"mAcc": 85.92,
"citys_aAcc": 95.56,
"citys_mIoU": 78.91,
"citys_mAcc": 87.89,
"bdd_aAcc": 92.29,
"bdd_mIoU": 63.44,
"bdd_mAcc": 76.47,
"map_aAcc": 93.55,
"map_mIoU": 74.78,
"map_mAcc": 86.22,
"mean_aAcc": 93.80000000000001,
"mean_mIoU": 72.37666666666667,
"mean_mAcc": 83.52666666666667
}
},
{
"model_id": "rdg_usg2cbm_dinov3-7b_rein",
"status": "passed",
"metrics": {
"aAcc": 93.86,
"mIoU": 75.95,
"mAcc": 86.09,
"citys_aAcc": 95.93,
"citys_mIoU": 80.02,
"citys_mAcc": 88.97,
"bdd_aAcc": 92.46,
"bdd_mIoU": 66.32,
"bdd_mAcc": 77.4,
"map_aAcc": 93.81,
"map_mIoU": 75.91,
"map_mAcc": 86.19,
"mean_aAcc": 94.06666666666666,
"mean_mIoU": 74.08333333333333,
"mean_mAcc": 84.18666666666667
}
},
{
"model_id": "rdg_c2abm_dinov3_rein",
"status": "passed",
"metrics": {
"aAcc": 93.14,
"mIoU": 74.39,
"mAcc": 83.92,
"citys_aAcc": 96.92,
"citys_mIoU": 84.15,
"citys_mAcc": 91.23,
"bdd_aAcc": 93.96,
"bdd_mIoU": 65.04,
"bdd_mAcc": 78.83,
"map_aAcc": 94.77,
"map_mIoU": 77.41,
"map_mAcc": 87.45,
"acdc_night_aAcc": 86.35,
"acdc_night_mIoU": 55.84,
"acdc_night_mAcc": 72.32,
"acdc_snow_aAcc": 95.04,
"acdc_snow_mIoU": 76.35,
"acdc_snow_mAcc": 83.76,
"acdc_fog_aAcc": 96.32,
"acdc_fog_mIoU": 82.5,
"acdc_fog_mAcc": 90.95,
"acdc_rain_aAcc": 95.05,
"acdc_rain_mIoU": 75.4,
"acdc_rain_mAcc": 87.17,
"mean_aAcc": 93.19,
"mean_mIoU": 72.52250000000001,
"mean_mAcc": 83.55
}
},
{
"model_id": "rdg_c2abm_dinov3-7b_rein",
"status": "passed",
"metrics": {
"aAcc": 94.36,
"mIoU": 77.67,
"mAcc": 86.69,
"citys_aAcc": 97.05,
"citys_mIoU": 85.36,
"citys_mAcc": 92.22,
"bdd_aAcc": 94.41,
"bdd_mIoU": 67.97,
"bdd_mAcc": 80.78,
"map_aAcc": 94.75,
"map_mIoU": 77.54,
"map_mAcc": 87.42,
"acdc_night_aAcc": 90.5,
"acdc_night_mIoU": 62.9,
"acdc_night_mAcc": 81.84,
"acdc_snow_aAcc": 95.35,
"acdc_snow_mIoU": 78.35,
"acdc_snow_mAcc": 85.83,
"acdc_fog_aAcc": 96.41,
"acdc_fog_mIoU": 84.72,
"acdc_fog_mAcc": 91.49,
"acdc_rain_aAcc": 95.3,
"acdc_rain_mIoU": 77.72,
"acdc_rain_mAcc": 88.02,
"mean_aAcc": 94.39,
"mean_mIoU": 75.9225,
"mean_mAcc": 86.795
}
},
{
"model_id": "rdg_g2cbm_dinov3-7b_rein",
"status": "passed",
"metrics": {
"aAcc": 93.17,
"mIoU": 72.59,
"mAcc": 82.6,
"citys_aAcc": 93.17,
"citys_mIoU": 73.89,
"citys_mAcc": 83.98,
"bdd_aAcc": 92.26,
"bdd_mIoU": 65.49,
"bdd_mAcc": 76.49,
"map_aAcc": 93.21,
"map_mIoU": 72.58,
"map_mAcc": 82.58,
"mean_aAcc": 92.88,
"mean_mIoU": 70.65333333333332,
"mean_mAcc": 81.01666666666667
}
},
{
"model_id": "rda_g2c_dinov3_rein_ta",
"status": "passed",
"metrics": {
"aAcc": 95.58,
"mIoU": 79.03,
"mAcc": 86.85
}
}
]