MDGT-matching / results /checkpoint_metrics.json
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Replace MDGT artifacts with FastVIT cross-sensor checkpoint
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{
"best_rank1": 0.8133528828620911,
"config_summary": {
"augment_profile": "light",
"clahe": true,
"consistency_weight": 0.05,
"fastvit_model": "fastvit_sa12.apple_in1k",
"feature_index": 1,
"gabor": false,
"gnn_dim": 256,
"gnn_heads": 4,
"gnn_k": 8,
"gnn_layers": 2,
"hard_negative_ratio": 0.5,
"image_size": 224,
"model_type": "fastvit_graph",
"output_dim": 256,
"resize_mode": "squeeze",
"supcon_weight": 0.15,
"token_k": 64,
"token_selection": "tram",
"token_tram_temperature": 0.2,
"token_tram_weight": 0.5
},
"epoch": 1,
"metrics": {
"auc": 0.9983431867002304,
"eer": 0.017820089428426635,
"gallery_count": 8000,
"identity_count": 2000,
"mAP": 0.790134998310548,
"probe_count": 13630,
"protocol_summary": {
"common_identity_count": 2000,
"gallery": {
"device_counts": {
"nist302b_U_1000_roll": 2000,
"nist302b_U_500_roll": 2000,
"nist302b_V_1000_roll": 2000,
"nist302b_V_500_roll": 2000
},
"domain_counts": {
"nist302b": 8000
},
"identity_count": 2000,
"role_counts": {
"reference": 8000
},
"sample_count": 8000
},
"missing_gallery_identity_count": 0,
"missing_probe_identity_count": 0,
"probe": {
"device_counts": {
"nist302a_A_roll": 1960,
"nist302a_B_roll": 1956,
"nist302a_C_roll": 1998,
"nist302a_D_roll": 1987,
"nist302a_E_roll": 1887,
"nist302a_F_roll": 2000,
"nist302a_G_roll": 700,
"nist302a_H_roll": 1142
},
"domain_counts": {
"nist302a": 13630
},
"identity_count": 2000,
"role_counts": {
"probe": 13630
},
"sample_count": 13630
}
},
"rank1": 0.8133528828620911,
"rank10": 0.9479089975357056,
"rank5": 0.9174614548683167,
"status": "ok"
},
"source_checkpoint": "checkpoints_fastvit_cross_sensor_sa12_round5_consistency_light/best_rank1.pt"
}