| { | |
| "model": "MicroSAM ViT-B-LM", | |
| "source_code": "https://github.com/WUT-AI-AI4Mat/Segmentation-methods-evaluation-for-quantitative-microstructure-analysis", | |
| "checkpoint_count": 7, | |
| "checkpoints": [ | |
| { | |
| "dataset": "Aachen-Heerlen", | |
| "task": "binary_segmentation", | |
| "num_classes": 2, | |
| "fine_tuning_route": "lora_and_mask_decoder", | |
| "path": "checkpoints/Aachen-Heerlen/microsam_lora_decoder_best.pth", | |
| "size_bytes": 18113211, | |
| "sha256": "cdb97adbc50608525962d6bf39803c9e13e6d87f5589296db53a86b3765219a2", | |
| "requires_base_checkpoint": "vit_b_lm" | |
| }, | |
| { | |
| "dataset": "EBC", | |
| "task": "multiclass_semantic_segmentation", | |
| "num_classes": 3, | |
| "fine_tuning_route": "lora_mask_decoder_and_class_tokens", | |
| "path": "checkpoints/EBC/semantic_microsam_best.pth", | |
| "size_bytes": 18117576, | |
| "sha256": "a9901554236cbde55fb7bba896e99347a4dd6a15e26e19df0f64fc1fd198f37d", | |
| "requires_base_checkpoint": "vit_b_lm" | |
| }, | |
| { | |
| "dataset": "EMPS", | |
| "task": "binary_segmentation", | |
| "num_classes": 2, | |
| "fine_tuning_route": "lora_and_mask_decoder", | |
| "path": "checkpoints/EMPS/microsam_lora_decoder_best.pth", | |
| "size_bytes": 18113211, | |
| "sha256": "acd96d5a026a3fd3288b191ee92692a22860a0d05b50458457ddf162239daa87", | |
| "requires_base_checkpoint": "vit_b_lm" | |
| }, | |
| { | |
| "dataset": "Grain", | |
| "task": "binary_segmentation", | |
| "num_classes": 2, | |
| "fine_tuning_route": "lora_and_mask_decoder", | |
| "path": "checkpoints/Grain/microsam_lora_decoder_best.pth", | |
| "size_bytes": 18113211, | |
| "sha256": "69f7e3ce2aa76e79bb87818483c33a18bd5a353990f86bcfe77c8e5b94ab3c23", | |
| "requires_base_checkpoint": "vit_b_lm" | |
| }, | |
| { | |
| "dataset": "MetalDAM", | |
| "task": "multiclass_semantic_segmentation", | |
| "num_classes": 5, | |
| "fine_tuning_route": "lora_mask_decoder_and_class_tokens", | |
| "path": "checkpoints/MetalDAM/semantic_microsam_best.pth", | |
| "size_bytes": 18119624, | |
| "sha256": "965f1d87cbbb644301595135e4d83726b2242277a68fcea80f433f0888c95193", | |
| "requires_base_checkpoint": "vit_b_lm" | |
| }, | |
| { | |
| "dataset": "Super", | |
| "task": "multiclass_semantic_segmentation", | |
| "num_classes": 3, | |
| "fine_tuning_route": "lora_mask_decoder_and_class_tokens", | |
| "path": "checkpoints/Super/semantic_microsam_best.pth", | |
| "size_bytes": 18117576, | |
| "sha256": "c55d2f3df5534b56b49584f6de879c782a81a4096273ccca4409e16c6136c258", | |
| "requires_base_checkpoint": "vit_b_lm" | |
| }, | |
| { | |
| "dataset": "UHCS", | |
| "task": "multiclass_semantic_segmentation", | |
| "num_classes": 7, | |
| "fine_tuning_route": "lora_mask_decoder_and_class_tokens", | |
| "path": "checkpoints/UHCS/semantic_microsam_best.pth", | |
| "size_bytes": 18121672, | |
| "sha256": "dc541c823ea9f55bc932c6c1beb5b58d7341f545dffb78ff0e2dc6d388fae4eb", | |
| "requires_base_checkpoint": "vit_b_lm" | |
| } | |
| ] | |
| } | |