{ "models": { "X1": { "model": "X1", "model_sha256": "140833e796436c0fa3aed38ffd7dc7d347decefd2b2663a28b28c8979d1d0a82", "native_image_size": 320, "sample_sha256": "20a60e7a747cdf9a698a464c9d324612aad2ca6b43a541db0813554eb9af8694", "shared_tags": 13569, "supported_shared_tags": 13394, "binned_mAP": 0.5290907035649586, "exact_mAP": 0.531654937336375, "best_grid_micro_f1": 0.6515133755136089, "best_grid_threshold": 0.7035175561904907, "precision_at_best_grid": 0.6837121609113485, "recall_at_best_grid": 0.6222109329820729, "preprocessing": "FP32 RGB, native resolution, downscale-only centered LANCZOS letterbox, mean/std 0.5, pad 114, True=padding" }, "V1.1": { "model": "V1.1", "model_sha256": "8567852deb135eccfe4b8445d48e4476ee8846436486679adc0642cfeda07d13", "native_image_size": 448, "sample_sha256": "20a60e7a747cdf9a698a464c9d324612aad2ca6b43a541db0813554eb9af8694", "shared_tags": 13569, "supported_shared_tags": 13394, "binned_mAP": 0.5886105397423468, "exact_mAP": 0.5927161263163755, "best_grid_micro_f1": 0.6658638534826367, "best_grid_threshold": 0.7989949584007263, "precision_at_best_grid": 0.6852139862873703, "recall_at_best_grid": 0.6475765838848551, "preprocessing": "FP32 RGB, native resolution, downscale-only centered LANCZOS letterbox, mean/std 0.5, pad 114, True=padding" } }, "shared_tags": 13569, "supported_shared_tags": 13394, "x1_wins": 2466, "v11_wins": 9572, "ties": 1356, "x1_minus_v11_exact_mAP": -0.06106118898000046, "comparability": "Same image identities and targets; one-to-one shared vocabulary, unsupported tags excluded, native resolution, same FP32 preprocessing algorithm and CUDA EP. This is a development-set comparison; V1.1 training overlap is unverified and may favor V1.1. It is not independent evidence of generalization superiority." }