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

Submission

#129
by Jasdeep50singh - opened
base: refs/heads/main
←
from: refs/pr/129
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_4.json +9 -0
  8. results/{FiLMConditionedEmulator_A2.h5 → Jasdeep_Emulator_4_A1.h5} +2 -2
  9. results/{FiLM-Conditioned_Emulator_A2.h5 → Jasdeep_Emulator_4_A2.h5} +2 -2
  10. results/{FiLMConditionedEmulator_B2.h5 → Jasdeep_Emulator_4_B1.h5} +2 -2
  11. results/{FiLM-Conditioned_Emulator_B2.h5 → Jasdeep_Emulator_4_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
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 +46,19 @@ 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
 
 
16
  sdk_version: "latest"
17
  pinned: false
18
  ---
19
+ Last update: 20-06-2025
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
 
47
  | **Model** | **MRE A1 (%)** | **MRE A2 (%)** | **MRE B1 (%)** | **MRE B2 (%)** | **Score** | **Runtime** | **Rank** |
48
  |-----------|---------------|---------------|---------------|---------------|----------|----------|--------|
49
+ | Hugo2 | 0.144 | 2.868 | 0.610 | 5.033 | 2.475 | 5.382 | 1° |
50
+ | Jasdeep_Emulator_1 | 0.093 | 3.146 | 0.570 | 13.040 | 2.575 | 25.928 | 2° |
51
+ | Jasdeep_Emulator_2 | 0.110 | 3.116 | 0.647 | 12.926 | 3.525 | 16.873 | 3° |
52
+ | rpgprv2 | 0.176 | 3.835 | 0.640 | 7.050 | 3.825 | 35.650 | 4° |
53
+ | Hugo | 0.203 | 4.579 | 0.666 | 3.965 | 4.950 | 1.532 | 5° |
54
+ | rpgpr | 0.121 | 6.040 | 0.661 | 16.669 | 5.925 | 39.325 | 6° |
55
+ | Krtek | 0.545 | 7.693 | 0.823 | 7.877 | 7.625 | 0.764 | 7° |
56
+ | rpnn2 | 0.906 | 12.072 | 0.732 | 8.923 | 8.975 | 17.080 | 8° |
57
+ | rpnn1 | 0.439 | 17.087 | 0.753 | 14.627 | 9.250 | 0.502 | 9° |
58
+ | Jasdeep_Emulator_3 | 0.722 | 11.564 | 0.866 | 13.743 | 9.650 | 1.469 | 10° |
59
+ | Jasdeep_Emulator | 0.821 | 11.055 | 0.862 | 13.883 | 9.975 | 1.315 | 11° |
60
+ | baseline | 0.998 | 12.604 | 1.084 | 7.072 | 10.750 | 0.241 | 12° |
61
+ | Jasdeep_Emulator_4 | 0.816 | 14.934 | 1.457 | 14.078 | 11.500 | 1.425 | 13° |
62
 
63
  ## **Introduction**
64
 
results/FiLM-Conditioned_Emulator_A1.h5 DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:9e8e37bb9e10bba542ac36a254ee8d2a381ded91770b684f71a5ba195db40c96
3
- size 1867342322
 
 
 
 
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_Emulator_4.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "Jasdeep_Emulator_4",
3
+ "authors": ["Jasdeep Singh", "hasan al marzouqi", "Panos Liatsis"],
4
+ "affiliations": ["Khalifa University"],
5
+ "description": "Deep learning network block,pca,rnn, knowledge distillation",
6
+ "url": "",
7
+ "doi": "",
8
+ "email": "jasdeep.singh@ku.ac.ae"
9
+ }
results/{FiLMConditionedEmulator_A2.h5 → Jasdeep_Emulator_4_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:babbf36663c5c8cdfdd590f7ac7dc19f60bc4ddf6f8cc6e66fc3d3a2187fdc7a
3
+ size 878893162
results/{FiLM-Conditioned_Emulator_A2.h5 → Jasdeep_Emulator_4_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 sha256:3c1e172a6d12518e2d8e181492da1e4ff13686e5cc5b4509b8afe8ac288b1e68
3
+ size 345262156
results/{FiLMConditionedEmulator_B2.h5 → Jasdeep_Emulator_4_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 sha256:5a82e732025284dda22f6add560c658a758a91ef2f7c0f0cf70f10bdae7451ba
3
+ size 521972940
results/{FiLM-Conditioned_Emulator_B2.h5 → Jasdeep_Emulator_4_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 sha256:18b5494b8213eb36adfe3cc063ccc632dba8cf33c0a21cb741d8bb5392d54c51
3
+ size 206297629
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/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