Lưu trữ tổng hợp: 20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180
Browse files- .gitattributes +8 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/ablation_mask_vs_C__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.md +8 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/ablation_recipe_vs_C__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.md +30 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/ablation_vs_C__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.md +20 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/matrices_fold_ratio_1__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png +3 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/meta__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.json +26 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/overfit__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png +3 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/preset_ladder__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.md +191 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_confusion__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png +3 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_curves_r0.05__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png +3 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_curves_r0.1__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png +3 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_fold_matrix__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png +3 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_label_efficiency__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png +3 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_table__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.csv +13 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_table__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.md +14 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_years__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.md +14 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/results_overview__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png +3 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/runs_table__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.json +0 -0
- vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/summary__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.json +1646 -0
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vicoffee/vc11_utae_cloudmask/summary_archive/20261101-1338_vc11_utae_cloudmask_1080run_24modes-05f19d_tta1080/report_label_efficiency__20261101-1338_vc11_utae_cloudmask_1080run_24modes-05f19d_tta1080.png filter=lfs diff=lfs merge=lfs -text
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vicoffee/vc11_utae_cloudmask/summary_archive/20261101-1338_vc11_utae_cloudmask_1080run_24modes-05f19d_tta1080/results_overview__20261101-1338_vc11_utae_cloudmask_1080run_24modes-05f19d_tta1080.png filter=lfs diff=lfs merge=lfs -text
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vicoffee/vc11_utae_cloudmask/summary/matrices_fold_ratio_1.png filter=lfs diff=lfs merge=lfs -text
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/matrices_fold_ratio_1__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png filter=lfs diff=lfs merge=lfs -text
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/overfit__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png filter=lfs diff=lfs merge=lfs -text
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_confusion__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png filter=lfs diff=lfs merge=lfs -text
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_curves_r0.05__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png filter=lfs diff=lfs merge=lfs -text
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_curves_r0.1__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png filter=lfs diff=lfs merge=lfs -text
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_fold_matrix__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png filter=lfs diff=lfs merge=lfs -text
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_label_efficiency__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png filter=lfs diff=lfs merge=lfs -text
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/results_overview__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png filter=lfs diff=lfs merge=lfs -text
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/ablation_mask_vs_C__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.md
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| Thử nghiệm | Chế độ | 5% | 10% | 50% | 100% |
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|---|---|---|---|---|---|
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| Che 20% ngày | SSL_LP (probe) | — | — | — | — |
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| Che 20% ngày | SSL_FT (LP-FT) | — | — | — | — |
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| 5 |
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| Che 60% ngày | SSL_LP (probe) | — | — | — | — |
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| 6 |
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| Che 60% ngày | SSL_FT (LP-FT) | — | — | — | — |
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| 7 |
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| Che 75% ngày | SSL_LP (probe) | — | — | — | — |
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| 8 |
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| Che 75% ngày | SSL_FT (LP-FT) | — | — | — | — |
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/ablation_recipe_vs_C__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.md
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| Thử nghiệm | Chế độ | 5% | 10% | 50% | 100% |
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| 2 |
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|---|---|---|---|---|---|
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| 3 |
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| AdamW + wd | SL | — | — | — | — |
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| 4 |
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| AdamW + wd | FT thẳng | — | — | — | — |
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| 5 |
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| AdamW + wd | SSL_LP (probe) | — | — | — | — |
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| 6 |
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| AdamW + wd | SSL_FT (LP-FT) | — | — | — | — |
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| 7 |
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| EMA theo epoch | SL | — | — | — | — |
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| 8 |
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| EMA theo epoch | FT thẳng | — | — | — | — |
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| 9 |
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| EMA theo epoch | SSL_LP (probe) | = mốc C (không đổi) | = mốc C (không đổi) | = mốc C (không đổi) | = mốc C (không đổi) |
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| 10 |
+
| EMA theo epoch | SSL_FT (LP-FT) | = mốc C (không đổi) | = mốc C (không đổi) | = mốc C (không đổi) | = mốc C (không đổi) |
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| 11 |
+
| Warm-up + cosine | SL | — | — | — | — |
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| 12 |
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| Warm-up + cosine | FT thẳng | — | — | — | — |
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| 13 |
+
| Warm-up + cosine | SSL_LP (probe) | — | — | — | — |
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| 14 |
+
| Warm-up + cosine | SSL_FT (LP-FT) | = mốc C (không đổi) | = mốc C (không đổi) | = mốc C (không đổi) | = mốc C (không đổi) |
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| 15 |
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| Số bước ∝ nhãn | SL | — | — | — | — |
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| 16 |
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| Số bước ∝ nhãn | FT thẳng | — | — | — | — |
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| 17 |
+
| Số bước ∝ nhãn | SSL_LP (probe) | — | — | — | — |
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| 18 |
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| Số bước ∝ nhãn | SSL_FT (LP-FT) | — | — | — | — |
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| 19 |
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| Bỏ ngày ngẫu nhiên | SL | — | — | — | — |
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| 20 |
+
| Bỏ ngày ngẫu nhiên | FT thẳng | — | — | — | — |
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| 21 |
+
| Bỏ ngày ngẫu nhiên | SSL_LP (probe) | — | — | — | — |
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| 22 |
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| Bỏ ngày ngẫu nhiên | SSL_FT (LP-FT) | — | — | — | — |
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| 23 |
+
| Cả năm thành phần | SL | — | — | — | — |
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| 24 |
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| Cả năm thành phần | FT thẳng | — | — | — | — |
|
| 25 |
+
| Cả năm thành phần | SSL_LP (probe) | — | — | — | — |
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| 26 |
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| Cả năm thành phần | SSL_FT (LP-FT) | — | — | — | — |
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| 27 |
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| AdamW + bỏ ngày (R7) | SL | — | — | — | — |
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| 28 |
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| AdamW + bỏ ngày (R7) | FT thẳng | — | — | — | — |
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| 29 |
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| AdamW + bỏ ngày (R7) | SSL_LP (probe) | — | — | — | — |
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| 30 |
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| AdamW + bỏ ngày (R7) | SSL_FT (LP-FT) | — | — | — | — |
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/ablation_vs_C__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.md
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| 1 |
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| Thử nghiệm | Chế độ | 5% | 10% | 50% | 100% |
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| 2 |
+
|---|---|---|---|---|---|
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| 3 |
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| ld75 riêng | SL | = mốc C (không đổi) | = mốc C (không đổi) | = mốc C (không đổi) | = mốc C (không đổi) |
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| 4 |
+
| ld75 riêng | SSL_LP (probe) | = mốc C (không đổi) | = mốc C (không đổi) | = mốc C (không đổi) | = mốc C (không đổi) |
|
| 5 |
+
| ld75 riêng | SSL_FT (LP-FT) | — | — | — | — |
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| 6 |
+
| Lovász riêng | SL | — | — | — | — |
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| 7 |
+
| Lovász riêng | SSL_LP (probe) | — | — | — | — |
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| 8 |
+
| Lovász riêng | SSL_FT (LP-FT) | — | — | — | — |
|
| 9 |
+
| SSL 200 epoch riêng | SL | = mốc C (không đổi) | = mốc C (không đổi) | = mốc C (không đổi) | = mốc C (không đổi) |
|
| 10 |
+
| SSL 200 epoch riêng | SSL_LP (probe) | — | — | — | — |
|
| 11 |
+
| SSL 200 epoch riêng | SSL_FT (LP-FT) | — | — | — | — |
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| 12 |
+
| cả ba cùng lúc | SL | — | — | — | — |
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| 13 |
+
| cả ba cùng lúc | SSL_LP (probe) | — | — | — | — |
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| 14 |
+
| cả ba cùng lúc | SSL_FT (LP-FT) | — | — | — | — |
|
| 15 |
+
| cả bốn (thêm bỏ cửa sổ gần test) | SL | — | — | — | — |
|
| 16 |
+
| cả bốn (thêm bỏ cửa sổ gần test) | SSL_LP (probe) | — | — | — | — |
|
| 17 |
+
| cả bốn (thêm bỏ cửa sổ gần test) | SSL_FT (LP-FT) | — | — | — | — |
|
| 18 |
+
| Lovász + SSL 200 (không ld75) | SL | — | — | — | — |
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| 19 |
+
| Lovász + SSL 200 (không ld75) | SSL_LP (probe) | — | — | — | — |
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| 20 |
+
| Lovász + SSL 200 (không ld75) | SSL_FT (LP-FT) | — | — | — | — |
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/matrices_fold_ratio_1__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png
ADDED
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Git LFS Details
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/meta__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.json
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{
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"label": "20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180",
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| 3 |
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"tag": "vc11_utae_cloudmask",
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| 4 |
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"created": "2026-11-03 02:38:16",
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| 5 |
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"n_runs": 180,
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| 6 |
+
"runs_per_mode": {
|
| 7 |
+
"ssl_lp+es50p30@m20": 30,
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| 8 |
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"ssl_lp+es50p30@m60": 30,
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| 9 |
+
"ssl_lp+es50p30@m75": 30,
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| 10 |
+
"ssl_lpft+es50p30@m20": 30,
|
| 11 |
+
"ssl_lpft+es50p30@m60": 30,
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| 12 |
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"ssl_lpft+es50p30@m75": 30
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| 13 |
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},
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| 14 |
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"modes": [
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| 15 |
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"ssl_lp+es50p30@m20",
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| 16 |
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"ssl_lpft+es50p30@m20",
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| 17 |
+
"ssl_lp+es50p30@m60",
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| 18 |
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"ssl_lpft+es50p30@m60",
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| 19 |
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"ssl_lp+es50p30@m75",
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| 20 |
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"ssl_lpft+es50p30@m75"
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| 21 |
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],
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| 22 |
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"n_runs_with_tta": 180,
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| 23 |
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"experiments": [
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| 24 |
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"spatial"
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| 25 |
+
]
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| 26 |
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}
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/overfit__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png
ADDED
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Git LFS Details
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vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/preset_ladder__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.md
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|
|
| 1 |
+
| Preset | 5% | 10% | 50% | 100% |
|
| 2 |
+
|---|---|---|---|---|
|
| 3 |
+
| A · giao thức đầu (dừng sớm 30/20) · không TTA | — | — | — | — |
|
| 4 |
+
| B · + dừng sớm 50% / 30% · không TTA | — | — | — | — |
|
| 5 |
+
| C · + chấm TTA 8 phép | — | — | — | — |
|
| 6 |
+
| D · + LP-FT lr 3e-4, giảm dần theo độ sâu ×0,75 | — | — | — | — |
|
| 7 |
+
| E · + Lovász loss 0,5 | — | — | — | — |
|
| 8 |
+
| X1 · kiểm tra rò rỉ: SSL bỏ cửa sổ cách khu test < 1 km | — | — | — | — |
|
| 9 |
+
| X2 · kiểm tra: SSL 200 epoch | — | — | — | — |
|
| 10 |
+
| X3 · kiểm tra: chỉ Lovász 0,5 (không ld75) | — | — | — | — |
|
| 11 |
+
| X4 · kiểm tra: ld75 + Lovász + SSL 200 epoch cùng lúc | — | — | — | — |
|
| 12 |
+
| R1 · công thức MAESTRO: chỉ AdamW + weight decay | — | — | — | — |
|
| 13 |
+
| R2 · công thức MAESTRO: chỉ EMA theo epoch | — | — | — | — |
|
| 14 |
+
| R3 · công thức MAESTRO: chỉ warm-up + cosine | — | — | — | — |
|
| 15 |
+
| R4 · công thức MAESTRO: chỉ số bước ∝ nhãn | — | — | — | — |
|
| 16 |
+
| R5 · công thức MAESTRO: chỉ bỏ ngày ngẫu nhiên | — | — | — | — |
|
| 17 |
+
| R6 · công thức MAESTRO: cả năm thành phần | — | — | — | — |
|
| 18 |
+
| M20 · SSL che 20% số ngày (mặc định 40%) | 65.39 ± 2.99 (15) | 67.11 ± 3.52 (15) | — | — |
|
| 19 |
+
| M60 · SSL che 60% số ngày (mặc định 40%) | 66.62 ± 3.16 (15) | 66.91 ± 2.16 (15) | — | — |
|
| 20 |
+
| M75 · SSL che 75% số ngày (mức của MAE / MAESTRO) | 65.40 ± 3.03 (15) | 67.53 ± 2.60 (15) | — | — |
|
| 21 |
+
| R7 · công thức MAESTRO: AdamW + bỏ ngày (hai thành phần thắng ở đợt 1) | — | — | — | — |
|
| 22 |
+
| X6 · kiểm tra: Lovász + SSL 200 epoch (không ld75, không bỏ cửa sổ) | — | — | — | — |
|
| 23 |
+
| X5 · kiểm tra: ld75 + Lovász + SSL 200 + bỏ cửa sổ gần test (cả bốn công tắc) | — | — | — | — |
|
| 24 |
+
|
| 25 |
+
**A · giao thức đầu (dừng sớm 30/20)** (không TTA)
|
| 26 |
+
|
| 27 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 28 |
+
|---|---|---|---|---|
|
| 29 |
+
| SL | — | — | — | — |
|
| 30 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 31 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 32 |
+
|
| 33 |
+
**B · + dừng sớm 50% / 30%** (không TTA)
|
| 34 |
+
|
| 35 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 36 |
+
|---|---|---|---|---|
|
| 37 |
+
| SL | — | — | — | — |
|
| 38 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 39 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 40 |
+
|
| 41 |
+
**C · + chấm TTA 8 phép** (có TTA)
|
| 42 |
+
|
| 43 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 44 |
+
|---|---|---|---|---|
|
| 45 |
+
| SL | — | — | — | — |
|
| 46 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 47 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 48 |
+
|
| 49 |
+
**D · + LP-FT lr 3e-4, giảm dần theo độ sâu ×0,75** (có TTA)
|
| 50 |
+
|
| 51 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 52 |
+
|---|---|---|---|---|
|
| 53 |
+
| SL | — | — | — | — |
|
| 54 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 55 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 56 |
+
|
| 57 |
+
**E · + Lovász loss 0,5** (có TTA)
|
| 58 |
+
|
| 59 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 60 |
+
|---|---|---|---|---|
|
| 61 |
+
| SL | — | — | — | — |
|
| 62 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 63 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 64 |
+
|
| 65 |
+
**X1 · kiểm tra rò rỉ: SSL bỏ cửa sổ cách khu test < 1 km** (có TTA)
|
| 66 |
+
|
| 67 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 68 |
+
|---|---|---|---|---|
|
| 69 |
+
| SL | — | — | — | — |
|
| 70 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 71 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 72 |
+
|
| 73 |
+
**X2 · kiểm tra: SSL 200 epoch** (có TTA)
|
| 74 |
+
|
| 75 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 76 |
+
|---|---|---|---|---|
|
| 77 |
+
| SL | — | — | — | — |
|
| 78 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 79 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 80 |
+
|
| 81 |
+
**X3 · kiểm tra: chỉ Lovász 0,5 (không ld75)** (có TTA)
|
| 82 |
+
|
| 83 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 84 |
+
|---|---|---|---|---|
|
| 85 |
+
| SL | — | — | — | — |
|
| 86 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 87 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 88 |
+
|
| 89 |
+
**X4 · kiểm tra: ld75 + Lovász + SSL 200 epoch cùng lúc** (có TTA)
|
| 90 |
+
|
| 91 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 92 |
+
|---|---|---|---|---|
|
| 93 |
+
| SL | — | — | — | — |
|
| 94 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 95 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 96 |
+
|
| 97 |
+
**R1 · công thức MAESTRO: chỉ AdamW + weight decay** (có TTA)
|
| 98 |
+
|
| 99 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 100 |
+
|---|---|---|---|---|
|
| 101 |
+
| SL | — | — | — | — |
|
| 102 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 103 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 104 |
+
|
| 105 |
+
**R2 · công thức MAESTRO: chỉ EMA theo epoch** (có TTA)
|
| 106 |
+
|
| 107 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 108 |
+
|---|---|---|---|---|
|
| 109 |
+
| SL | — | — | — | — |
|
| 110 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 111 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 112 |
+
|
| 113 |
+
**R3 · công thức MAESTRO: chỉ warm-up + cosine** (có TTA)
|
| 114 |
+
|
| 115 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 116 |
+
|---|---|---|---|---|
|
| 117 |
+
| SL | — | — | — | — |
|
| 118 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 119 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 120 |
+
|
| 121 |
+
**R4 · công thức MAESTRO: chỉ số bước ∝ nhãn** (có TTA)
|
| 122 |
+
|
| 123 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 124 |
+
|---|---|---|---|---|
|
| 125 |
+
| SL | — | — | — | — |
|
| 126 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 127 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 128 |
+
|
| 129 |
+
**R5 · công thức MAESTRO: chỉ bỏ ngày ngẫu nhiên** (có TTA)
|
| 130 |
+
|
| 131 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 132 |
+
|---|---|---|---|---|
|
| 133 |
+
| SL | — | — | — | — |
|
| 134 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 135 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 136 |
+
|
| 137 |
+
**R6 · công thức MAESTRO: cả năm thành phần** (có TTA)
|
| 138 |
+
|
| 139 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 140 |
+
|---|---|---|---|---|
|
| 141 |
+
| SL | — | — | — | — |
|
| 142 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 143 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 144 |
+
|
| 145 |
+
**M20 · SSL che 20% số ngày (mặc định 40%)** (có TTA)
|
| 146 |
+
|
| 147 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 148 |
+
|---|---|---|---|---|
|
| 149 |
+
| SL | — | — | — | — |
|
| 150 |
+
| SSL_LP (probe) | 65.36 ± 2.99 (15) | 67.07 ± 3.54 (15) | — | — |
|
| 151 |
+
| SSL_FT (LP-FT) | 65.39 ± 2.99 (15) | 67.11 ± 3.52 (15) | — | — |
|
| 152 |
+
|
| 153 |
+
**M60 · SSL che 60% số ngày (mặc định 40%)** (có TTA)
|
| 154 |
+
|
| 155 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 156 |
+
|---|---|---|---|---|
|
| 157 |
+
| SL | — | — | — | — |
|
| 158 |
+
| SSL_LP (probe) | 66.64 ± 3.17 (15) | 67.26 ± 2.17 (15) | — | — |
|
| 159 |
+
| SSL_FT (LP-FT) | 66.62 ± 3.16 (15) | 66.91 ± 2.16 (15) | — | — |
|
| 160 |
+
|
| 161 |
+
**M75 · SSL che 75% số ngày (mức của MAE / MAESTRO)** (có TTA)
|
| 162 |
+
|
| 163 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 164 |
+
|---|---|---|---|---|
|
| 165 |
+
| SL | — | — | — | — |
|
| 166 |
+
| SSL_LP (probe) | 65.35 ± 3.03 (15) | 67.21 ± 3.05 (15) | — | — |
|
| 167 |
+
| SSL_FT (LP-FT) | 65.40 ± 3.03 (15) | 67.53 ± 2.60 (15) | — | — |
|
| 168 |
+
|
| 169 |
+
**R7 · công thức MAESTRO: AdamW + bỏ ngày (hai thành phần thắng ở đợt 1)** (có TTA)
|
| 170 |
+
|
| 171 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 172 |
+
|---|---|---|---|---|
|
| 173 |
+
| SL | — | — | — | — |
|
| 174 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 175 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 176 |
+
|
| 177 |
+
**X6 · kiểm tra: Lovász + SSL 200 epoch (không ld75, không bỏ cửa sổ)** (có TTA)
|
| 178 |
+
|
| 179 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 180 |
+
|---|---|---|---|---|
|
| 181 |
+
| SL | — | — | — | — |
|
| 182 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 183 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
| 184 |
+
|
| 185 |
+
**X5 · kiểm tra: ld75 + Lovász + SSL 200 + bỏ cửa sổ gần test (cả bốn công tắc)** (có TTA)
|
| 186 |
+
|
| 187 |
+
| Chế độ | 5% | 10% | 50% | 100% |
|
| 188 |
+
|---|---|---|---|---|
|
| 189 |
+
| SL | — | — | — | — |
|
| 190 |
+
| SSL_LP (probe) | — | — | — | — |
|
| 191 |
+
| SSL_FT (LP-FT) | — | — | — | — |
|
vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_confusion__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png
ADDED
|
Git LFS Details
|
vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_curves_r0.05__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png
ADDED
|
Git LFS Details
|
vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_curves_r0.1__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png
ADDED
|
Git LFS Details
|
vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_fold_matrix__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png
ADDED
|
Git LFS Details
|
vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_label_efficiency__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png
ADDED
|
Git LFS Details
|
vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_table__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.csv
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
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|
|
|
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|
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|
|
|
| 1 |
+
mode,ratio,runs,epochs,mIoU,mIoU_std,IoU_coffee,IoU_noncoffee,macroF1,OA,delta_vs_sl
|
| 2 |
+
ssl_lp+es50p30@m20,0.05,15,62.9,65.364,2.990,79.085,51.644,78.111,83.162,
|
| 3 |
+
ssl_lp+es50p30@m20,0.1,15,61.7,67.068,3.543,80.249,53.888,79.425,84.198,
|
| 4 |
+
ssl_lpft+es50p30@m20,0.05,15,50.0,65.385,2.989,79.124,51.647,78.124,83.191,
|
| 5 |
+
ssl_lpft+es50p30@m20,0.1,15,50.0,67.113,3.523,80.270,53.956,79.461,84.218,
|
| 6 |
+
ssl_lp+es50p30@m60,0.05,15,61.8,66.644,3.167,79.840,53.449,79.139,83.826,
|
| 7 |
+
ssl_lp+es50p30@m60,0.1,15,66.8,67.260,2.166,80.194,54.327,79.614,84.260,
|
| 8 |
+
ssl_lpft+es50p30@m60,0.05,15,50.0,66.622,3.164,79.898,53.345,79.113,83.848,
|
| 9 |
+
ssl_lpft+es50p30@m60,0.1,15,53.9,66.909,2.164,80.047,53.770,79.302,84.104,
|
| 10 |
+
ssl_lp+es50p30@m75,0.05,15,64.5,65.348,3.030,78.861,51.836,78.098,83.030,
|
| 11 |
+
ssl_lp+es50p30@m75,0.1,15,60.6,67.210,3.051,79.790,54.629,79.619,84.032,
|
| 12 |
+
ssl_lpft+es50p30@m75,0.05,15,50.0,65.404,3.031,78.944,51.864,78.137,83.090,
|
| 13 |
+
ssl_lpft+es50p30@m75,0.1,15,50.5,67.531,2.603,79.965,55.097,79.878,84.187,
|
vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_table__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.md
ADDED
|
@@ -0,0 +1,14 @@
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| 1 |
+
| Chế độ | Nhãn | Run | Epoch chạy | mIoU | IoU cà phê | IoU không CP | macro-F1 | OA | Δ mIoU so với SL (fold hơn) |
|
| 2 |
+
|---|---|---|---|---|---|---|---|---|---|
|
| 3 |
+
| `ssl_lp+es50p30@m20` | 5% | 15 | 63 | **65.36 ± 2.99** | 79.08 ± 6.39 | 51.64 ± 2.81 | 78.11 ± 1.95 | 83.16 ± 3.84 | — |
|
| 4 |
+
| `ssl_lp+es50p30@m20` | 10% | 15 | 62 | **67.07 ± 3.54** | 80.25 ± 6.53 | 53.89 ± 3.53 | 79.43 ± 2.38 | 84.20 ± 3.93 | — |
|
| 5 |
+
| `ssl_lpft+es50p30@m20` | 5% | 15 | 50 | **65.39 ± 2.99** | 79.12 ± 6.40 | 51.65 ± 2.82 | 78.12 ± 1.95 | 83.19 ± 3.85 | — |
|
| 6 |
+
| `ssl_lpft+es50p30@m20` | 10% | 15 | 50 | **67.11 ± 3.52** | 80.27 ± 6.50 | 53.96 ± 3.48 | 79.46 ± 2.36 | 84.22 ± 3.91 | — |
|
| 7 |
+
| `ssl_lp+es50p30@m60` | 5% | 15 | 62 | **66.64 ± 3.17** | 79.84 ± 5.96 | 53.45 ± 2.69 | 79.14 ± 2.10 | 83.83 ± 3.73 | — |
|
| 8 |
+
| `ssl_lp+es50p30@m60` | 10% | 15 | 67 | **67.26 ± 2.17** | 80.19 ± 5.65 | 54.33 ± 3.58 | 79.61 ± 1.39 | 84.26 ± 3.11 | — |
|
| 9 |
+
| `ssl_lpft+es50p30@m60` | 5% | 15 | 50 | **66.62 ± 3.16** | 79.90 ± 5.91 | 53.35 ± 2.78 | 79.11 ± 2.11 | 83.85 ± 3.70 | — |
|
| 10 |
+
| `ssl_lpft+es50p30@m60` | 10% | 15 | 54 | **66.91 ± 2.16** | 80.05 ± 5.46 | 53.77 ± 4.39 | 79.30 ± 1.56 | 84.10 ± 2.93 | — |
|
| 11 |
+
| `ssl_lp+es50p30@m75` | 5% | 15 | 65 | **65.35 ± 3.03** | 78.86 ± 6.12 | 51.84 ± 3.77 | 78.10 ± 2.15 | 83.03 ± 3.65 | — |
|
| 12 |
+
| `ssl_lp+es50p30@m75` | 10% | 15 | 61 | **67.21 ± 3.05** | 79.79 ± 6.62 | 54.63 ± 2.15 | 79.62 ± 1.95 | 84.03 ± 3.80 | — |
|
| 13 |
+
| `ssl_lpft+es50p30@m75` | 5% | 15 | 50 | **65.40 ± 3.03** | 78.94 ± 6.16 | 51.86 ± 3.76 | 78.14 ± 2.15 | 83.09 ± 3.67 | — |
|
| 14 |
+
| `ssl_lpft+es50p30@m75` | 10% | 15 | 51 | **67.53 ± 2.60** | 79.97 ± 6.14 | 55.10 ± 1.89 | 79.88 ± 1.60 | 84.19 ± 3.49 | — |
|
vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/report_years__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.md
ADDED
|
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| 1 |
+
| Chế độ | Nhãn | Run | mIoU 2023 | mIoU 2024 | mIoU 2025 | cà phê TP / FN / FP / TN (% pixel) |
|
| 2 |
+
|---|---|---|---|---|---|---|
|
| 3 |
+
| `ssl_lp+es50p30@m20` | 5% | 15 | 65.6 | 65.0 | 64.7 | 65.2 / 6.9 / 9.9 / 18.0 |
|
| 4 |
+
| `ssl_lp+es50p30@m20` | 10% | 15 | 67.2 | 66.0 | 66.4 | 65.9 / 6.2 / 9.5 / 18.4 |
|
| 5 |
+
| `ssl_lpft+es50p30@m20` | 5% | 15 | 65.7 | 65.0 | 64.7 | 65.3 / 6.8 / 9.9 / 18.0 |
|
| 6 |
+
| `ssl_lpft+es50p30@m20` | 10% | 15 | 67.2 | 66.0 | 66.5 | 65.9 / 6.2 / 9.5 / 18.4 |
|
| 7 |
+
| `ssl_lp+es50p30@m60` | 5% | 15 | 65.8 | 66.7 | 65.9 | 65.4 / 6.7 / 9.4 / 18.5 |
|
| 8 |
+
| `ssl_lp+es50p30@m60` | 10% | 15 | 67.1 | 67.1 | 66.5 | 65.4 / 6.7 / 9.0 / 18.9 |
|
| 9 |
+
| `ssl_lpft+es50p30@m60` | 5% | 15 | 65.8 | 66.7 | 65.8 | 65.6 / 6.6 / 9.5 / 18.4 |
|
| 10 |
+
| `ssl_lpft+es50p30@m60` | 10% | 15 | 66.8 | 66.8 | 65.8 | 65.4 / 6.7 / 9.1 / 18.8 |
|
| 11 |
+
| `ssl_lp+es50p30@m75` | 5% | 15 | 64.6 | 65.3 | 64.5 | 64.8 / 7.3 / 9.5 / 18.3 |
|
| 12 |
+
| `ssl_lp+es50p30@m75` | 10% | 15 | 66.4 | 66.7 | 67.1 | 65.0 / 7.2 / 8.7 / 19.2 |
|
| 13 |
+
| `ssl_lpft+es50p30@m75` | 5% | 15 | 64.7 | 65.4 | 64.7 | 64.9 / 7.2 / 9.6 / 18.3 |
|
| 14 |
+
| `ssl_lpft+es50p30@m75` | 10% | 15 | 67.0 | 67.0 | 67.2 | 64.9 / 7.2 / 8.5 / 19.4 |
|
vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/results_overview__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.png
ADDED
|
Git LFS Details
|
vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/runs_table__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
vicoffee/vc11_utae_cloudmask/summary_archive/20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180/summary__20261103-0238_vc11_utae_cloudmask_180run_6modes-ea2494_tta180.json
ADDED
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@@ -0,0 +1,1646 @@
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