Hugging Face's logo

Datasets:
isp-uv-es
/
rtm_emulation

Languages:
English
Tags:
emulation
atmosphere radiative transfer models
hyperspectral
License:
Dataset card Files
xet
Community
152

Upload 5 files

#21
by geogpt69 - opened
base: refs/heads/main
←
from: refs/pr/21
Discussion Files changed
+53
-85
Files changed (19) hide show
  1. README.md +5 -17
  2. results/FiLM-Conditioned_Emulator_A1.h5 → results.zip +2 -2
  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.json +9 -0
  8. results/{FiLMConditionedEmulator_A2.h5 → Jasdeep_A1.h5} +2 -2
  9. results/{FiLM-Conditioned_Emulator_A2.h5 → Jasdeep_A2.h5} +2 -2
  10. results/{FiLMConditionedEmulator_B2.h5 → Jasdeep_B1.h5} +2 -2
  11. results/{FiLM-Conditioned_Emulator_B2.h5 → Jasdeep_B2.h5} +2 -2
  12. results/baseline.json +9 -8
  13. results/baseline_A1.h5 +2 -2
  14. results/baseline_A2.h5 +2 -2
  15. results/baseline_B1.h5 +2 -2
  16. results/baseline_B2.h5 +2 -2
  17. results/metadata.json +0 -9
  18. scenarioA/train/train10000.h5 +0 -3
  19. scenarioB/reference/refInterp.csv +0 -0
README.md CHANGED
@@ -8,15 +8,8 @@ tags:
8
  - atmosphere radiative transfer models
9
  - hyperspectral
10
  pretty_name: Atmospheric Radiative Transfer Emulation Challenge
11
- title: rtm_emulation
12
- emoji: 🤖
13
- colorFrom: gray
14
- colorTo: green
15
- sdk: static
16
- sdk_version: "latest"
17
- pinned: false
18
  ---
19
- Last update: 30-06-2025
20
 
21
  <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 +39,10 @@ Last update: 30-06-2025
46
 
47
  | **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
 
 
8
  - atmosphere radiative transfer models
9
  - hyperspectral
10
  pretty_name: Atmospheric Radiative Transfer Emulation Challenge
 
 
 
 
 
 
 
11
  ---
12
+ Last update: 21-05-2025
13
 
14
  <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;">
15
  <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;">
 
39
 
40
  | **Model** | **MRE A1 (%)** | **MRE A2 (%)** | **MRE B1 (%)** | **MRE B2 (%)** | **Score** | **Runtime** | **Rank** |
41
  |-----------|---------------|---------------|---------------|---------------|----------|----------|--------|
42
+ | Hugo | 0.203 | 4.579 | 0.657 | 3.965 | 1.000 | 1.065 | 1° |
43
+ | Krtek | 0.545 | 7.693 | 0.816 | 7.877 | 2.175 | 0.526 | 2° |
44
+ | baseline | 0.998 | 12.604 | 1.065 | 7.072 | 2.825 | 2.400 | 3° |
45
+ | Jasdeep | | | 1.842 | 35.266 | 4.000 | 0.635 | 4° |
 
 
 
 
 
46
 
47
  ## **Introduction**
48
 
results/FiLM-Conditioned_Emulator_A1.h5 → results.zip RENAMED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9e8e37bb9e10bba542ac36a254ee8d2a381ded91770b684f71a5ba195db40c96
3
- size 1867342322
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f68b930fa50397c81301f0d6b3a572951352e670bc6ba1e07ea0aa8edf3c4bed
3
+ size 1067655941
results/FiLM-Conditioned_Emulator_B1.h5 DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:a0efc7058fc7a137e6023bea4620f78d966a47dcb4cf1a57a2d489b0c084359f
3
- size 1104826850
 
 
 
 
results/FiLMConditionedEmulator.json DELETED
@@ -1,9 +0,0 @@
1
- {
2
- "name": "FiLM-Conditioned Emulator",
3
- "authors": ["Jose Marie Antonio Minoza"],
4
- "affiliations": ["Center for AI Research PH"],
5
- "description": "Feature-wise Linear Modulation (FiLM)-conditioned model with parameter unification",
6
- "url": "",
7
- "doi": "",
8
- "email": "jomaminoza.acads@gmail.com"
9
- }
 
 
 
 
 
 
 
 
 
 
results/FiLMConditionedEmulator_A1.h5 DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:9e8e37bb9e10bba542ac36a254ee8d2a381ded91770b684f71a5ba195db40c96
3
- size 1867342322
 
 
 
 
results/FiLMConditionedEmulator_B1.h5 DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:a0efc7058fc7a137e6023bea4620f78d966a47dcb4cf1a57a2d489b0c084359f
3
- size 1104826850
 
 
 
 
results/Jasdeep.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "Jasdeep",
3
+ "authors": ["Jasdeep Singh", "hasan al marzouqi", "Panos Liatsis"],
4
+ "affiliations": ["Khalifa University"],
5
+ "description": "Transformers network block",
6
+ "url": "",
7
+ "doi": "",
8
+ "email": "jasdeep.singh@ku.ac.ae"
9
+ }
results/{FiLMConditionedEmulator_A2.h5 → Jasdeep_A1.h5} RENAMED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:dcb923d0d630933671d2d11c2ea2a7cb3442e2f12605b7934b0fdceacff6b4d9
3
- size 739740242
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:217935d0536f94dbc0b6993f210745c84f2c44b03a70e78003447ea2ef771400
3
+ size 581883288
results/{FiLM-Conditioned_Emulator_A2.h5 → Jasdeep_A2.h5} RENAMED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:dcb923d0d630933671d2d11c2ea2a7cb3442e2f12605b7934b0fdceacff6b4d9
3
- size 739740242
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3841b7c77493568cb032e8e37b7e916d9862a64783df6945cc35b5845e2c48d3
3
+ size 228982479
results/{FiLMConditionedEmulator_B2.h5 → Jasdeep_B1.h5} RENAMED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c2a7a5cbac3ed9b828df1629173a3ae47dd69ab67402808f816a553b7192cbeb
3
- size 439379507
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:747ddbf355ba503def8107f4e65c2db6de116276e471a94f6f4268e33251c686
3
+ size 52068126
results/{FiLM-Conditioned_Emulator_B2.h5 → Jasdeep_B2.h5} RENAMED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c2a7a5cbac3ed9b828df1629173a3ae47dd69ab67402808f816a553b7192cbeb
3
- size 439379507
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ccbde5466ccfa92bdd5aee64f60ef5fd9e1aac0584db7ce829c3567f83e1a2fa
3
+ size 205499035
results/baseline.json CHANGED
@@ -1,8 +1,9 @@
1
- {
2
- "name": "baseline",
3
- "authors": ["Jorge Vicent Servera"],
4
- "affiliations": ["Image & Signal Processing (ISP)"],
5
- "description": "2nd order hypersurface polynomial fitting",
6
- "url": "",
7
- "doi": ""
8
- }
 
 
1
+ {
2
+ "name": "baseline",
3
+ "authors": ["Jorge Vicent Servera"],
4
+ "affiliations": ["Image & Signal Processing (ISP)"],
5
+ "description": "2nd order hypersurface polynomial fitting",
6
+ "url": "",
7
+ "doi": "",
8
+ "email": "jorge.vicent@uv.es"
9
+ }
results/baseline_A1.h5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:564673d17c17cd3f4eefd92690bcfba799f54009e24d5791408ebdccd2dd2062
3
- size 1009201264
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b24098b9f8b311d898044eebb0b7b06bf7f4891f5965fa02fccd1f8d1b668187
3
+ size 1009201248
results/baseline_A2.h5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:03c2a40f9ee5f302db0cd438011350f4c92080187762244d8fb2087d14ebce31
3
- size 403681264
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b1fd2839f0ee10a3c6ee12818e2d1a0bffd04a06dac3a1419cc3c54fb3b93fd6
3
+ size 403681248
results/baseline_B1.h5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4e00251de383a612b2b772e55c36687b4170060d6ee0a58eb6573d5d07efd6e2
3
- size 588001264
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b319f9bbfd8e24aaafe2d27e545052f33c988a4fe1d26e55a4f6607401feef6b
3
+ size 58801248
results/baseline_B2.h5 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:da768ed81c1d95397cd548e0a5c494032fa05cce99b2330249823c1c17ef3d55
3
- size 235201264
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d035e50f986540bb28cc07c596b2023b758547bca8a73bbd7a6a5d9958d57e89
3
+ size 235201248
results/metadata.json DELETED
@@ -1,9 +0,0 @@
1
- {
2
- "name": "FiLM-Conditioned Emulator",
3
- "authors": ["Jose Marie Antonio Minoza"],
4
- "affiliations": ["Center for AI Research PH"],
5
- "description": "Feature-wise Linear Modulation (FiLM)-conditioned model with parameter unification",
6
- "url": "",
7
- "doi": "",
8
- "email": "jomaminoza.acads@gmail.com"
9
- }
 
 
 
 
 
 
 
 
 
 
scenarioA/train/train10000.h5 DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:9d7cfc5f5ec26e2df5dabfa073eb8b2bdbee04acf08876549489cee3b1fa9bb2
3
- size 1010044012
 
 
 
 
scenarioB/reference/refInterp.csv CHANGED
The diff for this file is too large to render. See raw diff