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Datasets:
isp-uv-es
/
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

#48
by Jasdeep50singh - opened
base: refs/heads/main
←
from: refs/pr/48
Discussion Files changed
+79
-63
Files changed (22) hide show
  1. README.md +7 -10
  2. results/FiLMConditionedEmulator.json +0 -9
  3. results/FiLMConditionedEmulator_A1.h5 +0 -3
  4. results/FiLMConditionedEmulator_B1.h5 +0 -3
  5. results/Jasdeep.json +9 -0
  6. results/{FiLMConditionedEmulator_A2.h5 → Jasdeep_A1.h5} +2 -2
  7. results/{FiLM-Conditioned_Emulator_A2.h5 → Jasdeep_A2.h5} +2 -2
  8. results/{FiLMConditionedEmulator_B2.h5 → Jasdeep_B1.h5} +2 -2
  9. results/{FiLM-Conditioned_Emulator_B2.h5 → Jasdeep_B2.h5} +2 -2
  10. results/Jasdeep_Emulator.json +9 -0
  11. results/Jasdeep_Emulator_2.json +9 -0
  12. results/{FiLM-Conditioned_Emulator_A1.h5 → Jasdeep_Emulator_2_A1.h5} +2 -2
  13. results/{FiLM-Conditioned_Emulator_B1.h5 → Jasdeep_Emulator_2_A2.h5} +2 -2
  14. results/Jasdeep_Emulator_2_B1.h5 +3 -0
  15. results/Jasdeep_Emulator_2_B2.h5 +3 -0
  16. results/Jasdeep_Emulator_A1.h5 +3 -0
  17. results/Jasdeep_Emulator_A2.h5 +3 -0
  18. results/Jasdeep_Emulator_B1.h5 +3 -0
  19. results/Jasdeep_Emulator_B2.h5 +3 -0
  20. results/baseline.json +9 -8
  21. results/metadata.json +0 -9
  22. 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
20
 
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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;">
@@ -46,15 +46,12 @@ Last update: 30-06-2025
46
 
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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° |
51
- | rpnn1 | 0.133 | 5.883 | 0.583 | 5.561 | 2.525 | 19.082 | 3° |
52
- | 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° |
54
- | Krtek | 0.545 | 7.693 | 0.823 | 7.877 | 6.500 | 0.764 | 6° |
55
- | rpcvae | 0.185 | 11.996 | 0.918 | 15.313 | 6.700 | 0.546 | 7° |
56
- | 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
 
59
  ## **Introduction**
60
 
 
16
  sdk_version: "latest"
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  pinned: false
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  ---
19
+ Last update: 07-06-2025
20
 
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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;">
 
46
 
47
  | **Model** | **MRE A1 (%)** | **MRE A2 (%)** | **MRE B1 (%)** | **MRE B2 (%)** | **Score** | **Runtime** | **Rank** |
48
  |-----------|---------------|---------------|---------------|---------------|----------|----------|--------|
49
+ | Hugo | 0.203 | 4.579 | 0.666 | 3.965 | 1.000 | 1.532 | 1° |
50
+ | Krtek | 0.545 | 7.693 | 0.823 | 7.877 | 2.175 | 0.764 | 2° |
51
+ | baseline | 0.998 | 12.604 | 1.084 | 7.072 | 3.150 | 0.241 | 3° |
52
+ | rpgpr | 0.813 | 19.339 | 1.525 | 10.798 | 3.850 | 6.950 | 4° |
53
+ | Jasdeep_Emulator | 3.691 | 19.405 | 2.156 | 9.626 | 4.825 | 2.823 | 5° |
54
+ | Jasdeep | 4.231 | 28.869 | 3.293 | 38.809 | 6.000 | 3.580 | 6° |
 
 
 
55
 
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  ## **Introduction**
57
 
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- {
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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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- "url": "",
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+ "description": "Deep learning network block",
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results/{FiLM-Conditioned_Emulator_A2.h5 → Jasdeep_A2.h5} RENAMED
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+ "description": "Deep learning network block",
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results/Jasdeep_Emulator_2.json ADDED
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- "description": "2nd order hypersurface polynomial fitting",
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