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isp-uv-es
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rtm_emulation

Languages:
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Tags:
emulation
atmosphere radiative transfer models
hyperspectral
License:
Dataset card Files
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Community
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Submission

#136
by Jasdeep50singh - opened
base: refs/heads/main
←
from: refs/pr/136
Discussion Files changed
+44
-63
Files changed (14) hide show
  1. README.md +14 -10
  2. results/FiLM-Conditioned_Emulator_A1.h5 +0 -3
  3. results/FiLM-Conditioned_Emulator_B1.h5 +0 -3
  4. results/FiLMConditionedEmulator.json +0 -9
  5. results/FiLMConditionedEmulator_A1.h5 +0 -3
  6. results/FiLMConditionedEmulator_B1.h5 +0 -3
  7. results/Jasdeep_Emulator_3.json +9 -0
  8. results/{FiLMConditionedEmulator_A2.h5 → Jasdeep_Emulator_3_A1.h5} +2 -2
  9. results/{FiLM-Conditioned_Emulator_A2.h5 → Jasdeep_Emulator_3_A2.h5} +2 -2
  10. results/{FiLMConditionedEmulator_B2.h5 → Jasdeep_Emulator_3_B1.h5} +2 -2
  11. results/{FiLM-Conditioned_Emulator_B2.h5 → Jasdeep_Emulator_3_B2.h5} +2 -2
  12. results/baseline.json +9 -8
  13. results/metadata.json +0 -9
  14. scenarioA/train/train10000.h5 +0 -3
README.md CHANGED
@@ -16,7 +16,7 @@ sdk: static
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  sdk_version: "latest"
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  pinned: false
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  ---
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- Last update: 30-06-2025
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  <img src="https://elias-ai.eu/wp-content/uploads/2023/09/elias_logo_big-1.png" alt="elias_logo" style="width:15%; display: inline-block; margin-right: 150px;">
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  <img src="https://elias-ai.eu/wp-content/uploads/2024/01/EN_FundedbytheEU_RGB_WHITE-Outline-1.png" alt="eu_logo" style="width:20%; display: inline-block;">
@@ -46,15 +46,19 @@ Last update: 30-06-2025
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  | **Model** | **MRE A1 (%)** | **MRE A2 (%)** | **MRE B1 (%)** | **MRE B2 (%)** | **Score** | **Runtime** | **Rank** |
48
  |-----------|---------------|---------------|---------------|---------------|----------|----------|--------|
49
- | Jasdeep_Emulator_3 | 0.090 | 3.117 | 0.566 | 6.108 | 1.525 | 89.359 | 1° |
50
- | Hugo2 | 0.144 | 2.868 | 0.610 | 5.033 | 2.300 | 5.382 | 2° |
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- | rpnn1 | 0.133 | 5.883 | 0.583 | 5.561 | 2.525 | 19.082 | 3° |
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- | rpgprv2 | 0.176 | 3.835 | 0.640 | 7.050 | 4.000 | 35.650 | 4° |
53
- | Jasdeep_Emulator_2 | 0.886 | 3.895 | 0.768 | 6.176 | 5.625 | 2.078 | 5° |
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- | Krtek | 0.545 | 7.693 | 0.823 | 7.877 | 6.500 | 0.764 | 6° |
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- | rpcvae | 0.185 | 11.996 | 0.918 | 15.313 | 6.700 | 0.546 | 7° |
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- | Jobaman1 | 0.296 | 10.093 | | 23.258 | 7.675 | 6.150 | 8° |
57
- | baseline | 0.998 | 12.604 | 1.084 | 7.072 | 8.150 | 0.241 | 9° |
 
 
 
 
58
 
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  ## **Introduction**
60
 
 
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  sdk_version: "latest"
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  pinned: false
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  ---
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+ Last update: 21-06-2025
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  <img src="https://elias-ai.eu/wp-content/uploads/2023/09/elias_logo_big-1.png" alt="elias_logo" style="width:15%; display: inline-block; margin-right: 150px;">
22
  <img src="https://elias-ai.eu/wp-content/uploads/2024/01/EN_FundedbytheEU_RGB_WHITE-Outline-1.png" alt="eu_logo" style="width:20%; display: inline-block;">
 
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  | **Model** | **MRE A1 (%)** | **MRE A2 (%)** | **MRE B1 (%)** | **MRE B2 (%)** | **Score** | **Runtime** | **Rank** |
48
  |-----------|---------------|---------------|---------------|---------------|----------|----------|--------|
49
+ | Jasdeep_Emulator | 0.090 | 3.117 | 0.566 | 13.048 | 2.925 | 100.421 | 1° |
50
+ | Hugo2 | 0.144 | 2.868 | 0.610 | 5.033 | 3.125 | 5.382 | 2° |
51
+ | Jasdeep_Emulator_1 | 0.093 | 3.146 | 0.570 | 13.040 | 3.575 | 25.928 | 3° |
52
+ | Jasdeep_Emulator_2 | 0.110 | 3.116 | 0.647 | 12.926 | 4.350 | 16.873 | 4° |
53
+ | rpgprv2 | 0.176 | 3.835 | 0.640 | 7.050 | 4.650 | 35.650 | 5° |
54
+ | Hugo | 0.203 | 4.579 | 0.666 | 3.965 | 5.775 | 1.532 | 6° |
55
+ | rpgpr | 0.121 | 6.040 | 0.661 | 16.669 | 6.575 | 39.325 | 7° |
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+ | rpnn2 | 0.906 | 12.072 | 0.732 | 8.923 | 8.475 | 17.080 | 8° |
57
+ | Krtek | 0.545 | 7.693 | 0.823 | 7.877 | 8.775 | 0.764 | 9° |
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+ | rpnn1 | 0.439 | 17.087 | 0.753 | 14.627 | 9.550 | 0.502 | 10° |
59
+ | baseline | 0.998 | 12.604 | 1.084 | 7.072 | 9.925 | 0.241 | 11° |
60
+ | Jasdeep_Emulator_4 | 1.678 | 12.911 | 0.817 | 11.846 | 10.300 | 2.101 | 12° |
61
+ | Jasdeep_Emulator_3 | 15.767 | 36.568 | 5.573 | 26.264 | 13.000 | 3.755 | 13° |
62
 
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  ## **Introduction**
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- "name": "FiLM-Conditioned Emulator",
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- "authors": ["Jose Marie Antonio Minoza"],
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- "affiliations": ["Center for AI Research PH"],
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- "description": "Feature-wise Linear Modulation (FiLM)-conditioned model with parameter unification",
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- "url": "",
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- "email": "jomaminoza.acads@gmail.com"
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results/Jasdeep_Emulator_3.json ADDED
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+ "name": "Jasdeep_Emulator_3",
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+ "authors": ["Jasdeep Singh", "hasan al marzouqi", "Panos Liatsis"],
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+ "affiliations": ["Khalifa University"],
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+ "description": "Deep learning network block,pca,rnn, knowledge distillation",
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+ "url": "",
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+ "doi": "",
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+ "email": "jasdeep.singh@ku.ac.ae"
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results/baseline.json CHANGED
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- {
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- "name": "baseline",
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- "authors": ["Jorge Vicent Servera"],
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- "affiliations": ["Image & Signal Processing (ISP)"],
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- "description": "2nd order hypersurface polynomial fitting",
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- "url": "",
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- "doi": ""
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+ "name": "baseline",
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+ "authors": ["Jorge Vicent Servera"],
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+ "description": "2nd order hypersurface polynomial fitting",
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+ "url": "",
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+ "doi": "",
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+ "email": "jorge.vicent@uv.es"
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results/metadata.json DELETED
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- "affiliations": ["Center for AI Research PH"],
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- "description": "Feature-wise Linear Modulation (FiLM)-conditioned model with parameter unification",
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- "url": "",
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- "doi": "",
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- "email": "jomaminoza.acads@gmail.com"
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