| { |
| "release_status": "gpu_validated", |
| "models": [ |
| { |
| "format_version": 1, |
| "model_id": "rdg_usg2cbm_dinov3_rein", |
| "branch": "student", |
| "backbone_sha256": "8aa4cbddda325040fc78db2c272754af6ebe8ff2c55f6ec4f1964d8890f66035", |
| "config_sha256": "2812c40e62a5692fbff8ef50568a24cacf444f158643a26bbfbf307630388d60", |
| "file": "rdg_usg2cbm_dinov3_rein/model.pth", |
| "sha256": "25157298fc60457e79e84901dfd7607aabb160916ffc41852c987e2e20820585", |
| "bytes": 94362423, |
| "tensor_count": 303, |
| "base_file": "dinov3_vitl16_pretrain_lvd1689m-8aa4cbdd.pth", |
| "source_checkpoint_sha256": "b5cd98fe0e1b4afaed7e4c752a36dcab582b57caa42a19e9c617b9f805904cd3", |
| "validation": { |
| "tensor_integrity": "passed", |
| "gpu_equivalence": "passed", |
| "dataset_evaluation": "passed" |
| }, |
| "config": "rdg_usg2cbm_dinov3_rein/config.py", |
| "method": "Rein-G", |
| "backbone": "DINOv3-L", |
| "setting": "usg2cbm", |
| "paper_table": "II", |
| "paper_miou": { |
| "Cityscapes validation": 78.9, |
| "BDD100K validation": 63.4, |
| "Mapillary validation": 74.8 |
| }, |
| "historical_miou": { |
| "Cityscapes validation": 78.91, |
| "BDD100K validation": 63.43, |
| "Mapillary validation": 74.78 |
| }, |
| "historical_run": "20260110_073437", |
| "checkpoint_iteration": 40000, |
| "retested_miou": { |
| "Cityscapes validation": 78.91, |
| "BDD100K validation": 63.44, |
| "Mapillary validation": 74.78 |
| }, |
| "code_config": "configs/rdg_usg2cbm_dinov3_rein.py" |
| }, |
| { |
| "format_version": 1, |
| "model_id": "rdg_usg2cbm_dinov3-7b_rein", |
| "branch": "student", |
| "backbone_sha256": "a955f4ea3bec4fcd666bf363630da4386383069b482c8a927e17a3e1154965b7", |
| "config_sha256": "1a644fb97240c99abd608121d5b864efe4d46c9ca4b70770379db524e2758caf", |
| "file": "rdg_usg2cbm_dinov3-7b_rein/model.pth", |
| "sha256": "8b9b1647372c9ac447f3f33fa96145c7ee97b2c7a79d72956002f1742dd90450", |
| "bytes": 244960055, |
| "tensor_count": 303, |
| "base_file": "dinov3_vit7b16_pretrain_lvd1689m-a955f4ea.pth", |
| "source_checkpoint_sha256": "d57b4d4e12912f0e77a4168ae748e5de0476e3f9877f66cdc124581014c34082", |
| "validation": { |
| "tensor_integrity": "passed", |
| "gpu_equivalence": "passed", |
| "dataset_evaluation": "passed" |
| }, |
| "config": "rdg_usg2cbm_dinov3-7b_rein/config.py", |
| "method": "Rein-G", |
| "backbone": "DINOv3-7B", |
| "setting": "usg2cbm", |
| "paper_table": "II", |
| "paper_miou": { |
| "Cityscapes validation": 80.0, |
| "BDD100K validation": 66.3, |
| "Mapillary validation": 75.9 |
| }, |
| "historical_miou": { |
| "Cityscapes validation": 80.02, |
| "BDD100K validation": 66.32, |
| "Mapillary validation": 75.91 |
| }, |
| "historical_run": "20260114_161038", |
| "checkpoint_iteration": 40000, |
| "retested_miou": { |
| "Cityscapes validation": 80.02, |
| "BDD100K validation": 66.32, |
| "Mapillary validation": 75.91 |
| }, |
| "code_config": "configs/rdg_usg2cbm_dinov3-7b_rein.py" |
| }, |
| { |
| "format_version": 1, |
| "model_id": "rdg_c2abm_dinov3_rein", |
| "branch": "student", |
| "backbone_sha256": "8aa4cbddda325040fc78db2c272754af6ebe8ff2c55f6ec4f1964d8890f66035", |
| "config_sha256": "cb98e4950d7031513226827a995bb0600cafd9081aa226c7ee879e21b641e199", |
| "file": "rdg_c2abm_dinov3_rein/model.pth", |
| "sha256": "f7f41673126cbc2fc8b7b08b49639d9b143a24ea985aea7626cd3c5608394d4f", |
| "bytes": 94362423, |
| "tensor_count": 303, |
| "base_file": "dinov3_vitl16_pretrain_lvd1689m-8aa4cbdd.pth", |
| "source_checkpoint_sha256": "43cec1223807d3b5b9658c461b232db77b9866dbe7d8344d90595e0b888ff6f3", |
| "validation": { |
| "tensor_integrity": "passed", |
| "gpu_equivalence": "passed", |
| "dataset_evaluation": "passed" |
| }, |
| "config": "rdg_c2abm_dinov3_rein/config.py", |
| "method": "Rein-G", |
| "backbone": "DINOv3-L", |
| "setting": "c2abm", |
| "paper_table": "II", |
| "paper_miou": { |
| "ACDC validation (mean of four conditions)": 72.5, |
| "BDD100K validation": 65.0, |
| "Mapillary validation": 77.4 |
| }, |
| "historical_miou": { |
| "ACDC validation (mean of four conditions)": 72.52250000000001, |
| "BDD100K validation": 65.04, |
| "Mapillary validation": 77.42 |
| }, |
| "historical_run": "20260102_023105", |
| "checkpoint_iteration": 40000, |
| "retested_miou": { |
| "ACDC validation (mean of four conditions)": 72.52250000000001, |
| "BDD100K validation": 65.04, |
| "Mapillary validation": 77.41 |
| }, |
| "code_config": "configs/rdg_c2abm_dinov3_rein.py" |
| }, |
| { |
| "format_version": 1, |
| "model_id": "rdg_c2abm_dinov3-7b_rein", |
| "branch": "student", |
| "backbone_sha256": "a955f4ea3bec4fcd666bf363630da4386383069b482c8a927e17a3e1154965b7", |
| "config_sha256": "64738adadeb7305fabaaf545a15570b1acb72a145701a317c70c067cf86d7dd4", |
| "file": "rdg_c2abm_dinov3-7b_rein/model.pth", |
| "sha256": "1ea11be3311a8b145040c11fcda2f308dec1e9203172bbd72dbef0b649e678a6", |
| "bytes": 244960055, |
| "tensor_count": 303, |
| "base_file": "dinov3_vit7b16_pretrain_lvd1689m-a955f4ea.pth", |
| "source_checkpoint_sha256": "70c0c2b35ca960b9a66f142d714beb0578d0a08eddbdba528710359705306782", |
| "validation": { |
| "tensor_integrity": "passed", |
| "gpu_equivalence": "passed", |
| "dataset_evaluation": "passed" |
| }, |
| "config": "rdg_c2abm_dinov3-7b_rein/config.py", |
| "method": "Rein-G", |
| "backbone": "DINOv3-7B", |
| "setting": "c2abm", |
| "paper_table": "II", |
| "paper_miou": { |
| "ACDC validation (mean of four conditions)": 75.9, |
| "BDD100K validation": 68.0, |
| "Mapillary validation": 77.5 |
| }, |
| "historical_miou": { |
| "ACDC validation (mean of four conditions)": 75.9225, |
| "BDD100K validation": 67.98, |
| "Mapillary validation": 77.54 |
| }, |
| "historical_run": "20260105_160846", |
| "checkpoint_iteration": 40000, |
| "retested_miou": { |
| "ACDC validation (mean of four conditions)": 75.9225, |
| "BDD100K validation": 67.97, |
| "Mapillary validation": 77.54 |
| }, |
| "code_config": "configs/rdg_c2abm_dinov3-7b_rein.py" |
| }, |
| { |
| "format_version": 1, |
| "model_id": "rdg_g2cbm_dinov3-7b_rein", |
| "branch": "student", |
| "backbone_sha256": "a955f4ea3bec4fcd666bf363630da4386383069b482c8a927e17a3e1154965b7", |
| "config_sha256": "1a644fb97240c99abd608121d5b864efe4d46c9ca4b70770379db524e2758caf", |
| "file": "rdg_g2cbm_dinov3-7b_rein/model.pth", |
| "sha256": "8e7513e0609f7c66bc2f47e296e3ff5f9c7829b2e8b4fa06c3eca81f04eec72d", |
| "bytes": 244960055, |
| "tensor_count": 303, |
| "base_file": "dinov3_vit7b16_pretrain_lvd1689m-a955f4ea.pth", |
| "source_checkpoint_sha256": "11f224ecd6de2b37d08944e19dbdf271659f6cf157b8c139c1ef99ccced55232", |
| "validation": { |
| "tensor_integrity": "passed", |
| "gpu_equivalence": "passed", |
| "dataset_evaluation": "passed" |
| }, |
| "config": "rdg_g2cbm_dinov3-7b_rein/config.py", |
| "method": "Rein-G", |
| "backbone": "DINOv3-7B", |
| "setting": "g2cbm", |
| "paper_table": "II", |
| "paper_miou": { |
| "Cityscapes validation": 73.9, |
| "BDD100K validation": 65.5, |
| "Mapillary validation": 72.6 |
| }, |
| "historical_miou": { |
| "Cityscapes validation": 73.9, |
| "BDD100K validation": 65.49, |
| "Mapillary validation": 72.58 |
| }, |
| "historical_run": "20251228_171750", |
| "checkpoint_iteration": 40000, |
| "retested_miou": { |
| "Cityscapes validation": 73.89, |
| "BDD100K validation": 65.49, |
| "Mapillary validation": 72.58 |
| }, |
| "code_config": "configs/rdg_g2cbm_dinov3-7b_rein.py" |
| }, |
| { |
| "format_version": 1, |
| "model_id": "rda_g2c_dinov3_rein_ta", |
| "branch": "student", |
| "backbone_sha256": "8aa4cbddda325040fc78db2c272754af6ebe8ff2c55f6ec4f1964d8890f66035", |
| "config_sha256": "f71f12d5a4d509efa8854b025667730118552aed1ac0640104488cb62904ad5d", |
| "file": "rda_g2c_dinov3_rein_ta/model.pth", |
| "sha256": "a600f5c94d382b4a4683f3c41884080b4eb81f7415dab43bfb08ee5136617af9", |
| "bytes": 94362423, |
| "tensor_count": 303, |
| "base_file": "dinov3_vitl16_pretrain_lvd1689m-8aa4cbdd.pth", |
| "source_checkpoint_sha256": "66aec73c9148cc716ca98ea931a1aecea755abb71aeef923cce96d8b23f99f19", |
| "validation": { |
| "tensor_integrity": "passed", |
| "gpu_equivalence": "passed", |
| "dataset_evaluation": "passed" |
| }, |
| "config": "rda_g2c_dinov3_rein_ta/config.py", |
| "method": "Rein-A", |
| "backbone": "DINOv3-L", |
| "setting": "g2c", |
| "paper_table": "VII", |
| "paper_miou": { |
| "Cityscapes validation": 79.0 |
| }, |
| "historical_miou": { |
| "Cityscapes validation": 79.03 |
| }, |
| "historical_run": "20260105_160559", |
| "checkpoint_iteration": 31000, |
| "retested_miou": { |
| "Cityscapes validation": 79.03 |
| }, |
| "code_config": "configs/rda_g2c_dinov3_rein_ta.py" |
| } |
| ], |
| "release_date": "2026-10-29" |
| } |
|
|
