ila_saw_resnet_448: add the soyageingr4/r5/r6 FZ linear probes (661); manifest and card
Browse files
README.md
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@@ -31,7 +31,7 @@ The repository gathers the checkpoints behind two lines of work from the ERIS La
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The full fine-tuning FGIR benchmark (FGIRFT) is now a separate repository,
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[ERISLab/FGIRFT](https://huggingface.co/ERISLab/FGIRFT).
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-
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`manifest.csv` and loadable by name with the standalone `fgir_zoo` library (no training repo needed).
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Part of the [ERISLab FGIR-ViT collection](https://huggingface.co/collections/ERISLab/fgir-vit-ila-saw-and-aaa-6ab2dc3a730388cfe7a5f7b4).
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@@ -81,7 +81,7 @@ soyageingr1/r3/r4/r5/r6, soygene, soyglobal and soylocal.
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| 295 | Method: adapter + ILA + SAW | `ila_dso_cls_adapter_saw_fz` | 10 |
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| 290 | Baseline: adapter | `cls_adapter_fz` | 10 |
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| 293 | Baseline: adapter + ILA | `ila_dso_cls_adapter_fz` | 10 |
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| 661 | Baseline: FZ, frozen linear probe | `fz` |
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| 291 | SAW stage-1 warmup for 292 | `cls_adapter_supcon_fz` | 1 |
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| 294 | SAW stage-1 warmup for 295 | `ila_dso_cls_adapter_supcon_fz` | 1 |
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@@ -89,8 +89,8 @@ soyageingr1/r3/r4/r5/r6, soygene, soyglobal and soylocal.
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- **295** does the same with the ILA down-sampler, starting from the 294 warmup.
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- **290** trains the same adapter from a fresh initialisation, without SAW.
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- **293** trains adapter + ILA from a fresh initialisation, without SAW.
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- **661** (FZ) keeps the whole backbone frozen and trains only a linear head.
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-
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- **291** and **294** are the supervised-contrastive warmups on the leaves set (100 epochs). Their
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head is a projection, so the forward returns a 2048-d embedding and the stored `accuracy`
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(0.03 and 0.00) is not a classification score.
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The full fine-tuning FGIR benchmark (FGIRFT) is now a separate repository,
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[ERISLab/FGIRFT](https://huggingface.co/ERISLab/FGIRFT).
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741 checkpoints, one seed per configuration, last epoch only. Everything is described in
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`manifest.csv` and loadable by name with the standalone `fgir_zoo` library (no training repo needed).
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Part of the [ERISLab FGIR-ViT collection](https://huggingface.co/collections/ERISLab/fgir-vit-ila-saw-and-aaa-6ab2dc3a730388cfe7a5f7b4).
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| 295 | Method: adapter + ILA + SAW | `ila_dso_cls_adapter_saw_fz` | 10 |
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| 290 | Baseline: adapter | `cls_adapter_fz` | 10 |
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| 293 | Baseline: adapter + ILA | `ila_dso_cls_adapter_fz` | 10 |
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| 661 | Baseline: FZ, frozen linear probe | `fz` | 10 |
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| 291 | SAW stage-1 warmup for 292 | `cls_adapter_supcon_fz` | 1 |
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| 294 | SAW stage-1 warmup for 295 | `ila_dso_cls_adapter_supcon_fz` | 1 |
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- **295** does the same with the ILA down-sampler, starting from the 294 warmup.
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- **290** trains the same adapter from a fresh initialisation, without SAW.
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- **293** trains adapter + ILA from a fresh initialisation, without SAW.
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- **661** (FZ) keeps the whole backbone frozen and trains only a linear head. All ten datasets
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are released; wandb `nycu_pcs/AAA` holds all 30 runs.
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- **291** and **294** are the supervised-contrastive warmups on the leaves set (100 epochs). Their
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head is a projection, so the forward returns a 2048-d embedding and the stored `accuracy`
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(0.03 and 0.00) is not a classification score.
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ila_saw_resnet_448/soyageingr4_peresnet50_fz_661.pth
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version https://git-lfs.github.com/spec/v1
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size 96035338
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ila_saw_resnet_448/soyageingr5_peresnet50_fz_661.pth
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version https://git-lfs.github.com/spec/v1
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size 96035338
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ila_saw_resnet_448/soyageingr6_peresnet50_fz_661.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:2498b4b4335a37093d5eed3dc9ba084d33948d6514d1b4d8e2c1efe1e8ee53e2
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size 96035338
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manifest.csv
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@@ -954,14 +954,17 @@ ila_saw_resnet_448/soyageingr3_peresnet50_ila_dso_cls_adapter_fz_293,ila_saw_res
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|
| 968 |
ila_saw_resnet_448/soyageingr6_peresnet50_ila_dso_cls_adapter_fz_293,ila_saw_resnet_448,soyageingr6_peresnet50_ila_dso_cls_adapter_fz_293.pth,ila_saw_resnet_448/soyageingr6_peresnet50_ila_dso_cls_adapter_fz_293.pth,ERISLab/FGIR-ViT,soyageingr6,peresnet50,ila_dso_cls_adapter_fz,293,293,3,448,198,ILA,57.2727,True,3c48b6be3720c79965f0e3c26be4093a331d59b8ae3356c5da30852a49390dcc,97194276
|
| 969 |
ila_saw_resnet_448/soyageingr6_peresnet50_ila_dso_cls_adapter_fz_295,ila_saw_resnet_448,soyageingr6_peresnet50_ila_dso_cls_adapter_fz_295.pth,ila_saw_resnet_448/soyageingr6_peresnet50_ila_dso_cls_adapter_fz_295.pth,ERISLab/FGIR-ViT,soyageingr6,peresnet50,ila_dso_cls_adapter_saw_fz,295,295,3,448,198,ILA,62.8283,True,ccbc4c74cddd2eb37a48c0ee368ce3a8fc2b2211515b4620f6c2f7443388564a,97194340
|
| 970 |
ila_saw_resnet_448/soygene_peresnet50_cls_adapter_fz_290,ila_saw_resnet_448,soygene_peresnet50_cls_adapter_fz_290.pth,ila_saw_resnet_448/soygene_peresnet50_cls_adapter_fz_290.pth,ERISLab/FGIR-ViT,soygene,peresnet50,cls_adapter_fz,290,290,3,448,1110,ILA,54.6262,True,fe6e6f359393a7d7b7c4b61a6b97762d65f255dd3b33cea54f56211a177abee8,104557554
|