Datasets:
evaluator_id string | background string | timestamp timestamp[s] | task_index int64 | prompt_id string | region string | seed int64 | label string | method string | image_url string | realism_quality string | cultural_fair string | is_best int64 | comment string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
E1 | AI/ML | 2026-06-26T05:26:22 | 0 | SSA_008 | sub_saharan_africa | 42 | A | fairimagen | 4 | 5 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 0 | SSA_008 | sub_saharan_africa | 42 | B | base | 4 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 0 | SSA_008 | sub_saharan_africa | 42 | C | craftgc | 2 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 0 | SSA_008 | sub_saharan_africa | 42 | D | prompt_aug | 4 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 0 | SSA_008 | sub_saharan_africa | 42 | E | prompt_aug_explicit | 5 | 4 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 1 | SSA_019 | sub_saharan_africa | 42 | A | prompt_aug_explicit | 4 | 5 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 1 | SSA_019 | sub_saharan_africa | 42 | B | craftgc | 3 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 1 | SSA_019 | sub_saharan_africa | 42 | C | base | 5 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 1 | SSA_019 | sub_saharan_africa | 42 | D | prompt_aug | 2 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 1 | SSA_019 | sub_saharan_africa | 42 | E | fairimagen | 2 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 2 | SSA_017 | sub_saharan_africa | 42 | A | prompt_aug | 5 | 5 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 2 | SSA_017 | sub_saharan_africa | 42 | B | fairimagen | 4 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 2 | SSA_017 | sub_saharan_africa | 42 | C | craftgc | 4 | 5 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 2 | SSA_017 | sub_saharan_africa | 42 | D | base | 2 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 2 | SSA_017 | sub_saharan_africa | 42 | E | prompt_aug_explicit | 3 | 5 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 3 | SSA_001 | sub_saharan_africa | 42 | A | base | 4 | 5 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 3 | SSA_001 | sub_saharan_africa | 42 | B | prompt_aug | 5 | 5 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 3 | SSA_001 | sub_saharan_africa | 42 | C | craftgc | null | null | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 3 | SSA_001 | sub_saharan_africa | 42 | D | prompt_aug_explicit | 3 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 3 | SSA_001 | sub_saharan_africa | 42 | E | fairimagen | 4 | 5 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 4 | SSA_030 | sub_saharan_africa | 42 | A | fairimagen | 5 | 5 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 4 | SSA_030 | sub_saharan_africa | 42 | B | prompt_aug_explicit | 4 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 4 | SSA_030 | sub_saharan_africa | 42 | C | base | 4 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 4 | SSA_030 | sub_saharan_africa | 42 | D | craftgc | 5 | 5 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 4 | SSA_030 | sub_saharan_africa | 42 | E | prompt_aug | 5 | 5 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 5 | SSA_022 | sub_saharan_africa | 42 | A | fairimagen | 5 | 5 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 5 | SSA_022 | sub_saharan_africa | 42 | B | prompt_aug_explicit | 3 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 5 | SSA_022 | sub_saharan_africa | 42 | C | craftgc | 4 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 5 | SSA_022 | sub_saharan_africa | 42 | D | prompt_aug | 4 | 5 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 5 | SSA_022 | sub_saharan_africa | 42 | E | base | 4 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 6 | SSA_038 | sub_saharan_africa | 42 | A | prompt_aug | 4 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 6 | SSA_038 | sub_saharan_africa | 42 | B | prompt_aug_explicit | 4 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 6 | SSA_038 | sub_saharan_africa | 42 | C | fairimagen | 3 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 6 | SSA_038 | sub_saharan_africa | 42 | D | base | 3 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 6 | SSA_038 | sub_saharan_africa | 42 | E | craftgc | 5 | 4 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 7 | SSA_013 | sub_saharan_africa | 42 | A | base | 3 | 3 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 7 | SSA_013 | sub_saharan_africa | 42 | B | craftgc | 2 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 7 | SSA_013 | sub_saharan_africa | 42 | C | prompt_aug_explicit | 2 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 7 | SSA_013 | sub_saharan_africa | 42 | D | fairimagen | 2 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 7 | SSA_013 | sub_saharan_africa | 42 | E | prompt_aug | 2 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 8 | SSA_015 | sub_saharan_africa | 42 | A | fairimagen | 3 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 8 | SSA_015 | sub_saharan_africa | 42 | B | craftgc | 4 | 5 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 8 | SSA_015 | sub_saharan_africa | 42 | C | prompt_aug_explicit | 2 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 8 | SSA_015 | sub_saharan_africa | 42 | D | base | 4 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 8 | SSA_015 | sub_saharan_africa | 42 | E | prompt_aug | 3 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 9 | SSA_033 | sub_saharan_africa | 42 | A | prompt_aug_explicit | 4 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 9 | SSA_033 | sub_saharan_africa | 42 | B | fairimagen | 3 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 9 | SSA_033 | sub_saharan_africa | 42 | C | base | 3 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 9 | SSA_033 | sub_saharan_africa | 42 | D | craftgc | 4 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 9 | SSA_033 | sub_saharan_africa | 42 | E | prompt_aug | 4 | 4 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 10 | SSA_011 | sub_saharan_africa | 42 | A | craftgc | 3 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 10 | SSA_011 | sub_saharan_africa | 42 | B | prompt_aug_explicit | 4 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 10 | SSA_011 | sub_saharan_africa | 42 | C | prompt_aug | 3 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 10 | SSA_011 | sub_saharan_africa | 42 | D | fairimagen | 4 | 4 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 10 | SSA_011 | sub_saharan_africa | 42 | E | base | 4 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 11 | SSA_021 | sub_saharan_africa | 42 | A | fairimagen | 3 | 4 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 11 | SSA_021 | sub_saharan_africa | 42 | B | prompt_aug_explicit | 3 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 11 | SSA_021 | sub_saharan_africa | 42 | C | prompt_aug | 3 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 11 | SSA_021 | sub_saharan_africa | 42 | D | craftgc | 2 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 11 | SSA_021 | sub_saharan_africa | 42 | E | base | 4 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 12 | SA_004 | south_asia | 42 | A | craftgc | 4 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 12 | SA_004 | south_asia | 42 | B | fairimagen | 4 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 12 | SA_004 | south_asia | 42 | C | prompt_aug | 4 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 12 | SA_004 | south_asia | 42 | D | prompt_aug_explicit | 4 | 4 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 12 | SA_004 | south_asia | 42 | E | base | 3 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 13 | SA_007 | south_asia | 42 | A | prompt_aug | 2 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 13 | SA_007 | south_asia | 42 | B | craftgc | 3 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 13 | SA_007 | south_asia | 42 | C | fairimagen | 4 | 4 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 13 | SA_007 | south_asia | 42 | D | prompt_aug_explicit | 2 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 13 | SA_007 | south_asia | 42 | E | base | 2 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 14 | SA_001 | south_asia | 42 | A | prompt_aug | 4 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 14 | SA_001 | south_asia | 42 | B | base | 4 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 14 | SA_001 | south_asia | 42 | C | prompt_aug_explicit | 4 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 14 | SA_001 | south_asia | 42 | D | fairimagen | 4 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 14 | SA_001 | south_asia | 42 | E | craftgc | 4 | 4 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 15 | SA_003 | south_asia | 42 | A | fairimagen | 3 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 15 | SA_003 | south_asia | 42 | B | prompt_aug_explicit | 3 | 3 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 15 | SA_003 | south_asia | 42 | C | base | 4 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 15 | SA_003 | south_asia | 42 | D | prompt_aug | 3 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 15 | SA_003 | south_asia | 42 | E | craftgc | 3 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 16 | SEA_015 | southeast_asia | 42 | A | craftgc | 3 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 16 | SEA_015 | southeast_asia | 42 | B | prompt_aug | 4 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 16 | SEA_015 | southeast_asia | 42 | C | base | 5 | 5 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 16 | SEA_015 | southeast_asia | 42 | D | prompt_aug_explicit | 4 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 16 | SEA_015 | southeast_asia | 42 | E | fairimagen | 4 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 17 | SEA_003 | southeast_asia | 42 | A | base | 3 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 17 | SEA_003 | southeast_asia | 42 | B | prompt_aug_explicit | 5 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 17 | SEA_003 | southeast_asia | 42 | C | prompt_aug | 4 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 17 | SEA_003 | southeast_asia | 42 | D | fairimagen | 4 | 4 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 17 | SEA_003 | southeast_asia | 42 | E | craftgc | 3 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 18 | SEA_012 | southeast_asia | 42 | A | fairimagen | 3 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 18 | SEA_012 | southeast_asia | 42 | B | prompt_aug_explicit | 3 | 4 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 18 | SEA_012 | southeast_asia | 42 | C | prompt_aug | 4 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 18 | SEA_012 | southeast_asia | 42 | D | craftgc | 3 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 18 | SEA_012 | southeast_asia | 42 | E | base | 4 | 4 | 1 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 19 | SEA_005 | southeast_asia | 42 | A | craftgc | 3 | 2 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 19 | SEA_005 | southeast_asia | 42 | B | base | 2 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 19 | SEA_005 | southeast_asia | 42 | C | fairimagen | 4 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 19 | SEA_005 | southeast_asia | 42 | D | prompt_aug | 3 | 3 | 0 | ||
E1 | AI/ML | 2026-06-26T05:26:22 | 19 | SEA_005 | southeast_asia | 42 | E | prompt_aug_explicit | 4 | 4 | 1 |
End of preview. Expand in Data Studio
DOPP-CRAFT-GC v3.2 — Human Evaluation Results
Blinded 3-evaluator human study collected via the Space
nati1221/craft-gc-human-eval.
Each evaluator rated 15 region-balanced prompts. For every prompt, 5 method images (A-E, blinded order) were rated on two 1-5 scales (Realism & Quality, Cultural & Fair Representation) and one "best image" choice.
Files
ratings.jsonl— one JSON object per image rating (all evaluators).submissions/— one JSON snapshot per submission.
Row schema (ratings.jsonl)
| field | meaning |
|---|---|
evaluator_id |
E1 / E2 / E3 |
background |
self-reported evaluator background |
timestamp |
UTC ISO timestamp |
prompt_id, region, seed |
benchmark prompt identity |
label |
blinded label shown to evaluator (A-E) |
method |
de-blinded method (base / prompt_aug / prompt_aug_explicit / fairimagen / craftgc) |
image_url |
source image on nati1221/gcfairbench-v2 |
realism_quality |
1-5 |
cultural_fair |
1-5 |
is_best |
1 if chosen best image for that prompt |
comment |
optional free text |
Analysis
Run scripts/analyze_human_eval.py to aggregate per-method means and best-vote
counts across all evaluators.
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