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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 4 new columns ({'raw_response', 'missing_labels', 'eval_mode', 'label_mapping'}) and 25 missing columns ({'merge_keys', 'source_process_index', 'selected_stage_id', 'imagegen_index', 'selected_model_role', 'model_name', 'dataset', 'process_type', 'gt_image', 'source_prompt', 'confidence', 'md5', 'dataname', 'process_route', 'image_path', 'cache_image', 'response', 'selected_model_alias', 'source_row', 'model_marker', 'task_type', 'source_csv', 'generated_process_images', 'record_key', 'selected_model_name'}).
This happened while the json dataset builder was generating data using
hf://datasets/MiaTiancai/UR-TMP/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/case_results.json (at revision 65c8d4fdadac0d893cc8ea3dd24476862df29a60), ['hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_random_one_model/Qwen3VL-8B-S1Eval_test10/eval_results.json', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_random_one_model/Qwen3VL-8B-S1Eval_test10/eval_results.json.checkpoint.jsonl', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/case_results.json', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/case_results.jsonl', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/eval_results.json', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/eval_results.jsonl', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/summary.json'], ['hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_random_one_model/Qwen3VL-8B-S1Eval_test10/eval_results.json', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_random_one_model/Qwen3VL-8B-S1Eval_test10/eval_results.json.checkpoint.jsonl', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/case_results.json', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/case_results.jsonl', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/eval_results.json', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/eval_results.jsonl', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/summary.json']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
index: string
prompt: string
status: string
eval_mode: string
label_mapping: list<item: struct<label: string, round: int64, image_path: string>>
child 0, item: struct<label: string, round: int64, image_path: string>
child 0, label: string
child 1, round: int64
child 2, image_path: string
raw_response: struct<images: list<item: struct<label: string, scores: struct<prompt_alignment: double, visual_qual (... 131 chars omitted)
child 0, images: list<item: struct<label: string, scores: struct<prompt_alignment: double, visual_quality: double, te (... 115 chars omitted)
child 0, item: struct<label: string, scores: struct<prompt_alignment: double, visual_quality: double, text_accuracy (... 103 chars omitted)
child 0, label: string
child 1, scores: struct<prompt_alignment: double, visual_quality: double, text_accuracy: double, composition: double, (... 19 chars omitted)
child 0, prompt_alignment: double
child 1, visual_quality: double
child 2, text_accuracy: double
child 3, composition: double
child 4, aesthetic: double
child 2, major_errors: list<item: string>
child 0, item: string
child 3, rationale: string
missing_labels: list<item: null>
child 0, item: null
process_trace: null
-- schema metadata --
huggingface: '{"info": {"features": {"index": {"dtype": "string", "_type"' + 1039
to
{'index': Value('string'), 'source_prompt': Value('string'), 'prompt': Value('string'), 'image_path': Value('string'), 'response': {'observation': Value('string'), 'reflection': Value('string'), 'refine': Value('bool'), 'error_types': List(Value('string')), 'recaption': Value('string')}, 'record_key': Value('string'), 'source_row': Value('int64'), 'source_csv': Value('string'), 'source_process_index': Value('string'), 'imagegen_index': Value('string'), 'dataname': Value('string'), 'dataset': Value('string'), 'md5': Value('string'), 'cache_image': Value('string'), 'gt_image': Value('string'), 'selected_model_alias': Value('string'), 'selected_model_name': Value('string'), 'selected_model_role': Value('string'), 'selected_stage_id': Value('string'), 'generated_process_images': List({'model_alias': Value('string'), 'model_name': Value('string'), 'role': Value('string'), 'stage_id': Value('string'), 'image_path': Value('string'), 'exists': Value('bool'), 'order': Value('int64'), 'selected_for_eval': Value('bool')}), 'process_type': {'id': Value('string'), 'name': Value('string'), 'reason': Value('string')}, 'confidence': Value('string'), 'status': Value('string'), 'task_type': {'primary': {'id': Value('string'), 'name': Value('string')}, 'secondary_1': {'id': Value('string'), 'name': Value('string')}, 'secondary_2': {'id': Value('string'), 'name': Value('string')}}, 'merge_keys': {'record_key': Value('string'), 'source_row': Value('string'), 'cache_image': Value('string'), 'md5': Value('string'), 'original_index': Value('string'), 'arrow_path': Value('string'), 'arrow_row': Value('string'), 'merge_cache_image': Value('string'), 'merge_md5': Value('string')}, 'process_route': Value('string'), 'model_marker': Value('string'), 'model_name': Value('string'), 'process_trace': {'trace_type': Value('string'), 'content': {'cot_0': Value('string'), 'stages': List(Json(decode=True))}}}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 4 new columns ({'raw_response', 'missing_labels', 'eval_mode', 'label_mapping'}) and 25 missing columns ({'merge_keys', 'source_process_index', 'selected_stage_id', 'imagegen_index', 'selected_model_role', 'model_name', 'dataset', 'process_type', 'gt_image', 'source_prompt', 'confidence', 'md5', 'dataname', 'process_route', 'image_path', 'cache_image', 'response', 'selected_model_alias', 'source_row', 'model_marker', 'task_type', 'source_csv', 'generated_process_images', 'record_key', 'selected_model_name'}).
This happened while the json dataset builder was generating data using
hf://datasets/MiaTiancai/UR-TMP/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/case_results.json (at revision 65c8d4fdadac0d893cc8ea3dd24476862df29a60), ['hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_random_one_model/Qwen3VL-8B-S1Eval_test10/eval_results.json', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_random_one_model/Qwen3VL-8B-S1Eval_test10/eval_results.json.checkpoint.jsonl', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/case_results.json', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/case_results.jsonl', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/eval_results.json', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/eval_results.jsonl', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/summary.json'], ['hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_random_one_model/Qwen3VL-8B-S1Eval_test10/eval_results.json', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_random_one_model/Qwen3VL-8B-S1Eval_test10/eval_results.json.checkpoint.jsonl', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/case_results.json', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/case_results.jsonl', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/eval_results.json', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/eval_results.jsonl', 'hf://datasets/MiaTiancai/UR-TMP@65c8d4fdadac0d893cc8ea3dd24476862df29a60/p2_label_pipeline/eval_benchmark_score_iter2500_ocr50k/summary.json']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
index string | source_prompt string | prompt string | image_path string | response dict | record_key string | source_row int64 | source_csv string | source_process_index string | imagegen_index string | dataname string | dataset string | md5 string | cache_image string | gt_image string | selected_model_alias string | selected_model_name string | selected_model_role string | selected_stage_id string | generated_process_images list | process_type dict | confidence string | status string | task_type dict | merge_keys dict | process_route string | model_marker string | model_name string | process_trace dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ct_uniform_000410 | A glass of yellow flower tea on a burlap surface with blurred flowers and small cups in the background. | A glass of yellow flower tea on a burlap surface with blurred flowers and small cups in the background. | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-large/ct_uniform/ct_uniform_000410_0.png | {
"observation": "A clear glass mug filled with yellow flower tea sits on a burlap mat. The tea contains visible floating flower petals and leaves. Surrounding the mug are scattered white and yellow daisies. In the blurred background, there is a small blue-and-white ceramic cup on the left and a dark brown teapot on ... | uniform:311c7c7d0c5b5617250249eaf7f85012 | 635 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_Qwen3-VL-8B-Instruct_8gpu/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_task_input_task_classify.csv | uniform:311c7c7d0c5b5617250249eaf7f85012 | ct_uniform_000410 | ct_uniform | uniform | 311c7c7d0c5b5617250249eaf7f85012 | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/311c7c7d0c5b5617250249eaf7f85012.jpeg | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/311c7c7d0c5b5617250249eaf7f85012.jpeg | sd3.5-l | stable-diffusion-3.5-large | sd3.5-l | P2-round1 | [
{
"model_alias": "sd3.5-l",
"model_name": "stable-diffusion-3.5-large",
"role": "sd3.5-l",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-large/ct_uniform/ct_uniform_000410_0.png",
"exists": true,
"orde... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt describes a standard still-life scene where the main challenge is achieving high-fidelity material rendering (glass, tea, burlap) and managing depth-of-field effects (blurred background) rather than complex layout or staged composition."
} | high | generated 0/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "uniform:311c7c7d0c5b5617250249eaf7f85012",
"source_row": "635",
"cache_image": "/cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/311c7c7d0c5b5617250249eaf7f85012.jpeg",
"md5": "311c7c7d0c5b5617250249eaf7f85012",
"original_index": "uniform:311c7c7d0c5b5617250249eaf7f85012",
... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"A glass of yellow flower tea on a burlap surface with blurred flowers and small cups in... |
ct_uniform_001425 | A hand holds a black digital measuring device with its screen displaying various readings against a gray surface. | A hand holds a black digital measuring device with its screen displaying various readings against a gray surface. | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-large/ct_uniform/ct_uniform_001425_0.png | {
"observation": "A hand is holding a black digital measuring device with a screen displaying numerical readings and a metallic probe extending downward. The background is a plain gray surface. The text on the device's screen and casing appears garbled and unreadable.",
"reflection": "The image correctly shows a ha... | uniform:bf1c140d6ebeaa76432dfcefa1bed2dd | 2,153 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_Qwen3-VL-8B-Instruct_8gpu/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_task_input_task_classify.csv | uniform:bf1c140d6ebeaa76432dfcefa1bed2dd | ct_uniform_001425 | ct_uniform | uniform | bf1c140d6ebeaa76432dfcefa1bed2dd | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/bf1c140d6ebeaa76432dfcefa1bed2dd.jpeg | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/bf1c140d6ebeaa76432dfcefa1bed2dd.jpeg | sd3.5-l | stable-diffusion-3.5-large | sd3.5-l | P2-round1 | [
{
"model_alias": "sd3.5-l",
"model_name": "stable-diffusion-3.5-large",
"role": "sd3.5-l",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-large/ct_uniform/ct_uniform_001425_0.png",
"exists": true,
"orde... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt describes a single product object and requires high-fidelity rendering of specific digital device details and readings, which is best achieved through iterative refinement of material quality, lighting, and textural accuracy."
} | high | generated 0/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "uniform:bf1c140d6ebeaa76432dfcefa1bed2dd",
"source_row": "2153",
"cache_image": "/cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/bf1c140d6ebeaa76432dfcefa1bed2dd.jpeg",
"md5": "bf1c140d6ebeaa76432dfcefa1bed2dd",
"original_index": "uniform:bf1c140d6ebeaa76432dfcefa1bed2dd",... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"A hand holds a black digital measuring device with its screen displaying various readin... |
ct_uniform_001680 | A black, circular ornament with a red border and a red ribbon bow hangs from the top center. On its surface, white text reads "BLACK" and "FRIDAY". The background is a gradient of blue with falling snowflakes and glowing white dots, creating a festive scene. A bright horizontal lens flare crosses the middle of the imag... | A black, circular ornament with a red border and a red ribbon bow hangs from the top center. On its surface, white text reads "BLACK" and "FRIDAY". The background is a gradient of blue with falling snowflakes and glowing white dots, creating a festive scene. A bright horizontal lens flare crosses the middle of the imag... | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/ct_uniform__dynamic__flow100__cfg3.5__shift3.0/images/ct_uniform_001680_0.png | {
"observation": "A black circular ornament with a red border and a red ribbon bow is centered in the image. The text 'BLACK' and 'FRIDAY' is visible in white on the ornament. The background is a blue gradient with falling snowflakes and glowing white dots, and a bright horizontal lens flare crosses the middle of the... | uniform:47d4a4ba003de4daafb28ac20f08926c | 2,540 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_Qwen3-VL-8B-Instruct_8gpu/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_task_input_task_classify.csv | uniform:47d4a4ba003de4daafb28ac20f08926c | ct_uniform_001680 | ct_uniform | uniform | 47d4a4ba003de4daafb28ac20f08926c | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/47d4a4ba003de4daafb28ac20f08926c.jpeg | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/47d4a4ba003de4daafb28ac20f08926c.jpeg | unicom-cot | unicom-cot | unicom-cot | P2-round1 | [
{
"model_alias": "unicom-cot",
"model_name": "unicom-cot",
"role": "unicom-cot",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/ct_uniform__dynamic__flow100__cfg3.5__shift3.0/images/ct_uniform_001680_0.png",
"exists"... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt describes a single object with specific text and graphic elements. The main challenge is achieving accurate text rendering ('BLACK FRIDAY') and visual fidelity for the ornament's details and lighting effects, which is best addressed through ... | high | generated 0/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T7",
"name": "text/logo/symbol exact rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "uniform:47d4a4ba003de4daafb28ac20f08926c",
"source_row": "2540",
"cache_image": "/cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/47d4a4ba003de4daafb28ac20f08926c.jpeg",
"md5": "47d4a4ba003de4daafb28ac20f08926c",
"original_index": "uniform:47d4a4ba003de4daafb28ac20f08926c",... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"A black, circular ornament with a red border and a red ribbon bow hangs from the top ce... |
ct_uniform_001825 | A live, brown and tan patterned frog with dark stripes rests on a large, veined green leaf. Its skin appears moist and textured. Next to it, facing each other, is a smooth, bright green plastic toy frog with white eyes and black pupils. Both frogs are positioned against a plain white background, highlighting their form... | A live, brown and tan patterned frog with dark stripes rests on a large, veined green leaf. Its skin appears moist and textured. Next to it, facing each other, is a smooth, bright green plastic toy frog with white eyes and black pupils. Both frogs are positioned against a plain white background, highlighting their form... | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/ct_uniform__dynamic__flow100__cfg3.5__shift3.0/images/ct_uniform_001825_0.png | {
"observation": "A live frog with brown and tan mottled skin and dark stripes rests on a large green leaf. Beside it is a small, bright green plastic toy frog with white eyes and black pupils. Both are positioned on the leaf against a plain white background.",
"reflection": "The live frog's coloration, pattern, an... | uniform:7ff26b7b26f15ee182353c431608664d | 2,740 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_Qwen3-VL-8B-Instruct_8gpu/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_task_input_task_classify.csv | uniform:7ff26b7b26f15ee182353c431608664d | ct_uniform_001825 | ct_uniform | uniform | 7ff26b7b26f15ee182353c431608664d | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/7ff26b7b26f15ee182353c431608664d.jpeg | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/7ff26b7b26f15ee182353c431608664d.jpeg | unicom-cot | unicom-cot | unicom-cot | P2-round1 | [
{
"model_alias": "unicom-cot",
"model_name": "unicom-cot",
"role": "unicom-cot",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/ct_uniform__dynamic__flow100__cfg3.5__shift3.0/images/ct_uniform_001825_0.png",
"exists"... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt involves two distinct subjects—a realistic frog and a plastic toy frog—with specific texture, material, and color requirements. The primary challenge is achieving the high-fidelity rendering of these contrasting textures (moist skin vs. smoo... | high | generated 0/3 | {
"primary": {
"id": "T2",
"name": "multi-subject compositional binding"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "uniform:7ff26b7b26f15ee182353c431608664d",
"source_row": "2740",
"cache_image": "/cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/7ff26b7b26f15ee182353c431608664d.jpeg",
"md5": "7ff26b7b26f15ee182353c431608664d",
"original_index": "uniform:7ff26b7b26f15ee182353c431608664d",... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"A live, brown and tan patterned frog with dark stripes rests on a large, veined green l... |
ct_uniform_002287 | An industrial cable assembly features a bright blue plastic cap at its upper end, connected to a dark grey metallic section. A silver-colored metal ferrule secures the cable further down. The main body of the cable is a thick, braided steel wire rope. At the lower end, there is another smaller, flat, circular metal pie... | An industrial cable assembly features a bright blue plastic cap at its upper end, connected to a dark grey metallic section. A silver-colored metal ferrule secures the cable further down. The main body of the cable is a thick, braided steel wire rope. At the lower end, there is another smaller, flat, circular metal pie... | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-medium/ct_uniform/ct_uniform_002287_0.png | {
"observation": "A close-up of a thick, dark grey braided steel wire rope is shown against a plain white background. A bright blue plastic cap is visible at the left end, partially covering the rope. A silver-colored metal ferrule is positioned further down the rope, encircling it. The lower end of the rope is cut o... | uniform:3bf2b65f9067bdf652e104fd936511ea | 3,410 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_Qwen3-VL-8B-Instruct_8gpu/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_task_input_task_classify.csv | uniform:3bf2b65f9067bdf652e104fd936511ea | ct_uniform_002287 | ct_uniform | uniform | 3bf2b65f9067bdf652e104fd936511ea | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/3bf2b65f9067bdf652e104fd936511ea.jpeg | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/3bf2b65f9067bdf652e104fd936511ea.jpeg | sd3.5-m | stable-diffusion-3.5-medium | sd3.5-m | P2-round1 | [
{
"model_alias": "sd3.5-m",
"model_name": "stable-diffusion-3.5-medium",
"role": "sd3.5-m",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-medium/ct_uniform/ct_uniform_002287_0.png",
"exists": true,
"or... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt describes a single product with specific material textures (metallic, plastic, braided wire) and distinct structural details that require high-fidelity rendering and material accuracy, making image-grounded refinement the most effective appr... | high | generated 0/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "uniform:3bf2b65f9067bdf652e104fd936511ea",
"source_row": "3410",
"cache_image": "/cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/3bf2b65f9067bdf652e104fd936511ea.jpeg",
"md5": "3bf2b65f9067bdf652e104fd936511ea",
"original_index": "uniform:3bf2b65f9067bdf652e104fd936511ea",... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"An industrial cable assembly features a bright blue plastic cap at its upper end, conne... |
echo4o_000364 | A vibrant green iguana stands poised on tiled bathroom flooring, its scales glistening under soft light. To the right, sleek white drawers with metallic handles form a modern cabinet, contrasting sharply with the reptile's natural texture. | A vibrant green iguana stands poised on tiled bathroom flooring, its scales glistening under soft light. To the right, sleek white drawers with metallic handles form a modern cabinet, contrasting sharply with the reptile's natural texture. | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/echo4o__dynamic__flow100__cfg3.5__shift3.0/images/echo4o_000364_0.png | {
"observation": "A green iguana is standing on a tiled floor in what appears to be a bathroom. To the right, there are white drawers with metallic handles. The iguana's scales are visible, and the lighting appears soft. The background is slightly blurred, and a mirror or reflective surface is visible above the drawe... | echo4o:f37c87ae94765367e89efb6047d0940b | 2,547 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/echo4o_if_34k_layout_echo4o_Qwen3-VL-8B-Instruct_8gpu/echo4o_if_34k_layout_echo4o_task_input_task_classify.csv | echo4o:f37c87ae94765367e89efb6047d0940b | echo4o_000364 | echo4o | echo4o | f37c87ae94765367e89efb6047d0940b | /apdcephfs_zwfy2/share_303937731/zhaoyaqi/datasets/Echo-4o-Image/local_folder/000000/0009923.jpg | /apdcephfs_zwfy2/share_303937731/zhaoyaqi/datasets/Echo-4o-Image/local_folder/000000/0009923.jpg | unicom-cot | unicom-cot | unicom-cot | P2-round1 | [
{
"model_alias": "unicom-cot",
"model_name": "unicom-cot",
"role": "unicom-cot",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/echo4o__dynamic__flow100__cfg3.5__shift3.0/images/echo4o_000364_0.png",
"exists": true,
... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt focuses on material fidelity, specifically the glistening texture of reptile scales, soft lighting, and the contrast between organic and modern surfaces, which requires visual refinement rather than complex structural planning."
} | high | generated 2/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "echo4o:f37c87ae94765367e89efb6047d0940b",
"source_row": "2547",
"cache_image": "/apdcephfs_zwfy2/share_303937731/zhaoyaqi/datasets/Echo-4o-Image/local_folder/000000/0009923.jpg",
"md5": "f37c87ae94765367e89efb6047d0940b",
"original_index": "echo4o:f37c87ae94765367e89efb6047d0940b",
"arrow_p... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"A vibrant green iguana stands poised on tiled bathroom flooring, its scales glistening ... |
echo4o_000719 | Three high-heeled shoes in red, black, and silver hover above two sleek black computer monitors. The vibrant red shoe gleams with a glossy finish, while the black one boasts a matte texture. The silver sandal features intricate straps and a polished metallic sheen. | Three high-heeled shoes in red, black, and silver hover above two sleek black computer monitors. The vibrant red shoe gleams with a glossy finish, while the black one boasts a matte texture. The silver sandal features intricate straps and a polished metallic sheen. | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-medium/echo4o/echo4o_000719_0.png | {
"observation": "Three high-heeled shoes are displayed against a white background, positioned above two black computer monitors. The left shoe is red with a glossy finish and shows its heel and sole. The middle shoe is also red, glossy, with thin straps, and is viewed from the side. The right shoe is black with silv... | echo4o:4bebe4d0bdbf89a5d7f9e1702d4a9326 | 4,786 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/echo4o_if_34k_layout_echo4o_Qwen3-VL-8B-Instruct_8gpu/echo4o_if_34k_layout_echo4o_task_input_task_classify.csv | echo4o:4bebe4d0bdbf89a5d7f9e1702d4a9326 | echo4o_000719 | echo4o | echo4o | 4bebe4d0bdbf89a5d7f9e1702d4a9326 | /apdcephfs_zwfy2/share_303937731/zhaoyaqi/datasets/Echo-4o-Image/local_folder/000002/0008824.jpg | /apdcephfs_zwfy2/share_303937731/zhaoyaqi/datasets/Echo-4o-Image/local_folder/000002/0008824.jpg | sd3.5-m | stable-diffusion-3.5-medium | sd3.5-m | P2-round1 | [
{
"model_alias": "sd3.5-m",
"model_name": "stable-diffusion-3.5-medium",
"role": "sd3.5-m",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-medium/echo4o/echo4o_000719_0.png",
"exists": true,
"order": 1,... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt focuses on material properties (glossy vs. matte vs. metallic sheen) and the precise interaction of multiple objects in a hovering composition. These requirements are best served by iterative refinement of texture and lighting rather than a ... | high | generated 2/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "echo4o:4bebe4d0bdbf89a5d7f9e1702d4a9326",
"source_row": "4786",
"cache_image": "/apdcephfs_zwfy2/share_303937731/zhaoyaqi/datasets/Echo-4o-Image/local_folder/000002/0008824.jpg",
"md5": "4bebe4d0bdbf89a5d7f9e1702d4a9326",
"original_index": "echo4o:4bebe4d0bdbf89a5d7f9e1702d4a9326",
"arrow_p... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"Three high-heeled shoes in red, black, and silver hover above two sleek black computer ... |
flux_reason_000470 | LBB presents a portable baby metal crib with a purple canopy and mesh sides, featuring wheels and a TradeKey.com label. | LBB presents a portable baby metal crib with a purple canopy and mesh sides, featuring wheels and a TradeKey.com label. | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-large/flux_reason/flux_reason_000470_0.png | {
"observation": "A portable baby crib with a purple canopy and mesh sides is visible. It has wheels and a TradeKey.com label on the front. The canopy is purple with a transparent mesh top and decorative hanging elements. The crib frame is purple with black metal components and wheels. The interior mattress is purple... | flux_reason:text-00071878 | 921 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/flux_reason_source_balanced_7k_flux_reason_Qwen3-VL-8B-Instruct_8gpu/flux_reason_source_balanced_7k_flux_reason_task_input_task_classify.csv | flux_reason:text-00071878 | flux_reason_000470 | flux_reason | flux_reason | b123c1ec98d69871f91ebde30861bc11 | /apdcephfs_zwfy2/share_303944931/1_public_data/dataset/FLUX-Reason-6M/images/Text/text-00071878.jpg | /apdcephfs_zwfy2/share_303944931/1_public_data/dataset/FLUX-Reason-6M/images/Text/text-00071878.jpg | sd3.5-l | stable-diffusion-3.5-large | sd3.5-l | P2-round1 | [
{
"model_alias": "sd3.5-l",
"model_name": "stable-diffusion-3.5-large",
"role": "sd3.5-l",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-large/flux_reason/flux_reason_000470_0.png",
"exists": true,
"or... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt focuses on a single product subject with specific design attributes (purple canopy, wheels) and a requirement for a specific text label (TradeKey.com). The primary challenge is ensuring product fidelity and accurate text rendering, which is ... | high | generated 2/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "flux_reason:text-00071878",
"source_row": "921",
"cache_image": "/apdcephfs_zwfy2/share_303944931/1_public_data/dataset/FLUX-Reason-6M/images/Text/text-00071878.jpg",
"md5": "b123c1ec98d69871f91ebde30861bc11",
"original_index": "flux_reason:text-00071878",
"arrow_path": "/apdcephfs_zwfy2/sh... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"LBB presents a portable baby metal crib with a purple canopy and mesh sides, featuring ... |
sft_t2i_ocr_002111 | A young East Asian man with black hair tied back stands by a body of water, wearing white and grey traditional robes while holding an open book. To his left is a large, pale green stone tablet inscribed with two lines of green text: "妙年才气擅超群" and "试吏来司泮水芹". In the background, there is a traditional Chinese building and... | A young East Asian man with black hair tied back stands by a body of water, wearing white and grey traditional robes while holding an open book. To his left is a large, pale green stone tablet inscribed with two lines of green text: "妙年才气擅超群" and "试吏来司泮水芹". In the background, there is a traditional Chinese building and... | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/sft_t2i_ocr__dynamic__flow100__cfg3.5__shift3.0/images/sft_t2i_ocr_002111_0.png | {
"observation": "一位年轻的东亚男性，黑发束起，身穿白色与灰色的传统长袍，手持一本打开的书，站在水边。他左侧有一块大型浅绿色石碑，上面刻有两行绿色文字：'妙年才气擅超群'和'试吏来司泮水芹'。背景中可见一座中式传统建筑和几棵风格化的树木，天空呈灰蒙蒙的色调。",
"reflection": "图像基本符合原提示：人物、服饰、持书姿势、石碑及其文字、背景建筑和树木、整体氛围均正确呈现。石碑上的文字清晰可辨，与原提示一致。然而，人物面部细节略显模糊，手部握书姿势不够自然，整体画面存在轻微的雾化和柔化效果，影响了细节锐度。这些属于图像质量缺陷，需在下一轮优化中提升。",
"refine": true,
"... | ocr:1fb6ae64cfe0caef313a434930118462 | 2,526 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/sft_t2i_ocr_design_balanced_5k_ocr_Qwen3-VL-8B-Instruct_8gpu/sft_t2i_ocr_design_balanced_5k_ocr_task_input_task_classify.csv | ocr:1fb6ae64cfe0caef313a434930118462 | sft_t2i_ocr_002111 | sft_t2i_ocr | ocr | 1fb6ae64cfe0caef313a434930118462 | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/1fb6ae64cfe0caef313a434930118462.jpeg | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/1fb6ae64cfe0caef313a434930118462.jpeg | unicom-cot | unicom-cot | unicom-cot | P2-round1 | [
{
"model_alias": "unicom-cot",
"model_name": "unicom-cot",
"role": "unicom-cot",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/sft_t2i_ocr__dynamic__flow100__cfg3.5__shift3.0/images/sft_t2i_ocr_002111_0.png",
"exist... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt involves a single subject with specific textual and object constraints. The primary bottleneck is the accurate rendering of the Chinese characters on the stone tablet and maintaining the visual fidelity of the scene, which is best handled th... | high | generated 0/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T7",
"name": "text/logo/symbol exact rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "ocr:1fb6ae64cfe0caef313a434930118462",
"source_row": "2526",
"cache_image": "/cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/1fb6ae64cfe0caef313a434930118462.jpeg",
"md5": "1fb6ae64cfe0caef313a434930118462",
"original_index": "ocr:1fb6ae64cfe0caef313a434930118462",
"arro... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"A young East Asian man with black hair tied back stands by a body of water, wearing whi... |
sft_t2i_ocr_002850 | A modern massage chair, primarily off-white and dark gray with gold accents, is displayed on a speckled beige platform. The background is a solid dusty rose color with a large archway silhouette. Text overlays provide product information and pricing, including "SMING", "尚铭", "·正在预定中", "1元预定抢ban价", "12期免息日供约12.8元", "日常价... | A modern massage chair, primarily off-white and dark gray with gold accents, is displayed on a speckled beige platform. The background is a solid dusty rose color with a large archway silhouette. Text overlays provide product information and pricing, including "SMING", "尚铭", "·正在预定中", "1元预定抢ban价", "12期免息日供约12.8元", "日常价... | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/sft_t2i_ocr__dynamic__flow100__cfg3.5__shift3.0/images/sft_t2i_ocr_002850_0.png | {
"observation": "一张宣传图展示了一把现代按摩椅，主体为米白色和深灰色，配有金色装饰，放置在米色斑点平台上。背景为纯色的粉玫瑰色，带有一个大型拱门剪影。图像上叠加了多行文字，包括品牌名“SMING”和“尚铭”，“·正在预定中”，“1元预定抢ban价”，“12期免息日供约12.8元”，“日常价 ¥13800”，以及“预定到手价 ¥4599”。",
"reflection": "图像基本符合原始提示，按摩椅的颜色、材质、平台和背景颜色都准确呈现。文字内容也基本正确，但存在明显错误：'1元预定抢ban价'中的'ban'字应为'bein'（即'bein价'），这属于文本渲染错误。此外，'12期免息日供约12_8元'... | ocr:7c257ce481d4822ef249d8c84384e3ce | 4,110 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/sft_t2i_ocr_design_balanced_5k_ocr_Qwen3-VL-8B-Instruct_8gpu/sft_t2i_ocr_design_balanced_5k_ocr_task_input_task_classify.csv | ocr:7c257ce481d4822ef249d8c84384e3ce | sft_t2i_ocr_002850 | sft_t2i_ocr | ocr | 7c257ce481d4822ef249d8c84384e3ce | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/7c257ce481d4822ef249d8c84384e3ce.jpeg | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/7c257ce481d4822ef249d8c84384e3ce.jpeg | unicom-cot | unicom-cot | unicom-cot | P2-round1 | [
{
"model_alias": "unicom-cot",
"model_name": "unicom-cot",
"role": "unicom-cot",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/sft_t2i_ocr__dynamic__flow100__cfg3.5__shift3.0/images/sft_t2i_ocr_002850_0.png",
"exist... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt focuses on a single product subject with specific visual attributes, material finishes, and multiple text/OCR elements. The primary challenge is ensuring high-fidelity rendering of the product, metallic textures, and accurate text overlay pl... | high | generated 0/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "ocr:7c257ce481d4822ef249d8c84384e3ce",
"source_row": "4110",
"cache_image": "/cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/7c257ce481d4822ef249d8c84384e3ce.jpeg",
"md5": "7c257ce481d4822ef249d8c84384e3ce",
"original_index": "ocr:7c257ce481d4822ef249d8c84384e3ce",
"arro... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"A modern massage chair, primarily off-white and dark gray with gold accents, is display... |
ct_uniform_000410 | A glass of yellow flower tea on a burlap surface with blurred flowers and small cups in the background. | A glass of yellow flower tea on a burlap surface with blurred flowers and small cups in the background. | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-large/ct_uniform/ct_uniform_000410_0.png | {
"observation": "A clear glass mug filled with yellow flower tea sits on a burlap mat. The tea contains visible floating flower petals and leaves. Surrounding the mug are scattered white and yellow daisies. In the blurred background, there is a small blue-and-white ceramic cup on the left and a dark brown teapot on ... | uniform:311c7c7d0c5b5617250249eaf7f85012 | 635 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_Qwen3-VL-8B-Instruct_8gpu/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_task_input_task_classify.csv | uniform:311c7c7d0c5b5617250249eaf7f85012 | ct_uniform_000410 | ct_uniform | uniform | 311c7c7d0c5b5617250249eaf7f85012 | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/311c7c7d0c5b5617250249eaf7f85012.jpeg | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/311c7c7d0c5b5617250249eaf7f85012.jpeg | sd3.5-l | stable-diffusion-3.5-large | sd3.5-l | P2-round1 | [
{
"model_alias": "sd3.5-l",
"model_name": "stable-diffusion-3.5-large",
"role": "sd3.5-l",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-large/ct_uniform/ct_uniform_000410_0.png",
"exists": true,
"orde... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt describes a standard still-life scene where the main challenge is achieving high-fidelity material rendering (glass, tea, burlap) and managing depth-of-field effects (blurred background) rather than complex layout or staged composition."
} | high | generated 0/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "uniform:311c7c7d0c5b5617250249eaf7f85012",
"source_row": "635",
"cache_image": "/cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/311c7c7d0c5b5617250249eaf7f85012.jpeg",
"md5": "311c7c7d0c5b5617250249eaf7f85012",
"original_index": "uniform:311c7c7d0c5b5617250249eaf7f85012",
... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"A glass of yellow flower tea on a burlap surface with blurred flowers and small cups in... |
ct_uniform_001425 | A hand holds a black digital measuring device with its screen displaying various readings against a gray surface. | A hand holds a black digital measuring device with its screen displaying various readings against a gray surface. | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-large/ct_uniform/ct_uniform_001425_0.png | {
"observation": "A hand is holding a black digital measuring device with a screen displaying numerical readings and a metallic probe extending downward. The background is a plain gray surface. The text on the device's screen and casing appears garbled and unreadable.",
"reflection": "The image correctly shows a ha... | uniform:bf1c140d6ebeaa76432dfcefa1bed2dd | 2,153 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_Qwen3-VL-8B-Instruct_8gpu/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_task_input_task_classify.csv | uniform:bf1c140d6ebeaa76432dfcefa1bed2dd | ct_uniform_001425 | ct_uniform | uniform | bf1c140d6ebeaa76432dfcefa1bed2dd | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/bf1c140d6ebeaa76432dfcefa1bed2dd.jpeg | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/bf1c140d6ebeaa76432dfcefa1bed2dd.jpeg | sd3.5-l | stable-diffusion-3.5-large | sd3.5-l | P2-round1 | [
{
"model_alias": "sd3.5-l",
"model_name": "stable-diffusion-3.5-large",
"role": "sd3.5-l",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-large/ct_uniform/ct_uniform_001425_0.png",
"exists": true,
"orde... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt describes a single product object and requires high-fidelity rendering of specific digital device details and readings, which is best achieved through iterative refinement of material quality, lighting, and textural accuracy."
} | high | generated 0/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "uniform:bf1c140d6ebeaa76432dfcefa1bed2dd",
"source_row": "2153",
"cache_image": "/cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/bf1c140d6ebeaa76432dfcefa1bed2dd.jpeg",
"md5": "bf1c140d6ebeaa76432dfcefa1bed2dd",
"original_index": "uniform:bf1c140d6ebeaa76432dfcefa1bed2dd",... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"A hand holds a black digital measuring device with its screen displaying various readin... |
ct_uniform_001680 | A black, circular ornament with a red border and a red ribbon bow hangs from the top center. On its surface, white text reads "BLACK" and "FRIDAY". The background is a gradient of blue with falling snowflakes and glowing white dots, creating a festive scene. A bright horizontal lens flare crosses the middle of the imag... | A black, circular ornament with a red border and a red ribbon bow hangs from the top center. On its surface, white text reads "BLACK" and "FRIDAY". The background is a gradient of blue with falling snowflakes and glowing white dots, creating a festive scene. A bright horizontal lens flare crosses the middle of the imag... | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/ct_uniform__dynamic__flow100__cfg3.5__shift3.0/images/ct_uniform_001680_0.png | {
"observation": "A black circular ornament with a red border and a red ribbon bow is centered in the image. The text 'BLACK' and 'FRIDAY' is visible in white on the ornament. The background is a blue gradient with falling snowflakes and glowing white dots, and a bright horizontal lens flare crosses the middle of the... | uniform:47d4a4ba003de4daafb28ac20f08926c | 2,540 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_Qwen3-VL-8B-Instruct_8gpu/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_task_input_task_classify.csv | uniform:47d4a4ba003de4daafb28ac20f08926c | ct_uniform_001680 | ct_uniform | uniform | 47d4a4ba003de4daafb28ac20f08926c | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/47d4a4ba003de4daafb28ac20f08926c.jpeg | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/47d4a4ba003de4daafb28ac20f08926c.jpeg | unicom-cot | unicom-cot | unicom-cot | P2-round1 | [
{
"model_alias": "unicom-cot",
"model_name": "unicom-cot",
"role": "unicom-cot",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/ct_uniform__dynamic__flow100__cfg3.5__shift3.0/images/ct_uniform_001680_0.png",
"exists"... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt describes a single object with specific text and graphic elements. The main challenge is achieving accurate text rendering ('BLACK FRIDAY') and visual fidelity for the ornament's details and lighting effects, which is best addressed through ... | high | generated 0/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T7",
"name": "text/logo/symbol exact rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "uniform:47d4a4ba003de4daafb28ac20f08926c",
"source_row": "2540",
"cache_image": "/cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/47d4a4ba003de4daafb28ac20f08926c.jpeg",
"md5": "47d4a4ba003de4daafb28ac20f08926c",
"original_index": "uniform:47d4a4ba003de4daafb28ac20f08926c",... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"A black, circular ornament with a red border and a red ribbon bow hangs from the top ce... |
ct_uniform_001825 | A live, brown and tan patterned frog with dark stripes rests on a large, veined green leaf. Its skin appears moist and textured. Next to it, facing each other, is a smooth, bright green plastic toy frog with white eyes and black pupils. Both frogs are positioned against a plain white background, highlighting their form... | A live, brown and tan patterned frog with dark stripes rests on a large, veined green leaf. Its skin appears moist and textured. Next to it, facing each other, is a smooth, bright green plastic toy frog with white eyes and black pupils. Both frogs are positioned against a plain white background, highlighting their form... | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/ct_uniform__dynamic__flow100__cfg3.5__shift3.0/images/ct_uniform_001825_0.png | {
"observation": "A live frog with brown and tan mottled skin and dark stripes rests on a large green leaf. Beside it is a small, bright green plastic toy frog with white eyes and black pupils. Both are positioned on the leaf against a plain white background.",
"reflection": "The live frog's coloration, pattern, an... | uniform:7ff26b7b26f15ee182353c431608664d | 2,740 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_Qwen3-VL-8B-Instruct_8gpu/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_task_input_task_classify.csv | uniform:7ff26b7b26f15ee182353c431608664d | ct_uniform_001825 | ct_uniform | uniform | 7ff26b7b26f15ee182353c431608664d | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/7ff26b7b26f15ee182353c431608664d.jpeg | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/7ff26b7b26f15ee182353c431608664d.jpeg | unicom-cot | unicom-cot | unicom-cot | P2-round1 | [
{
"model_alias": "unicom-cot",
"model_name": "unicom-cot",
"role": "unicom-cot",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/ct_uniform__dynamic__flow100__cfg3.5__shift3.0/images/ct_uniform_001825_0.png",
"exists"... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt involves two distinct subjects—a realistic frog and a plastic toy frog—with specific texture, material, and color requirements. The primary challenge is achieving the high-fidelity rendering of these contrasting textures (moist skin vs. smoo... | high | generated 0/3 | {
"primary": {
"id": "T2",
"name": "multi-subject compositional binding"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "uniform:7ff26b7b26f15ee182353c431608664d",
"source_row": "2740",
"cache_image": "/cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/7ff26b7b26f15ee182353c431608664d.jpeg",
"md5": "7ff26b7b26f15ee182353c431608664d",
"original_index": "uniform:7ff26b7b26f15ee182353c431608664d",... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"A live, brown and tan patterned frog with dark stripes rests on a large, veined green l... |
ct_uniform_002287 | An industrial cable assembly features a bright blue plastic cap at its upper end, connected to a dark grey metallic section. A silver-colored metal ferrule secures the cable further down. The main body of the cable is a thick, braided steel wire rope. At the lower end, there is another smaller, flat, circular metal pie... | An industrial cable assembly features a bright blue plastic cap at its upper end, connected to a dark grey metallic section. A silver-colored metal ferrule secures the cable further down. The main body of the cable is a thick, braided steel wire rope. At the lower end, there is another smaller, flat, circular metal pie... | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-medium/ct_uniform/ct_uniform_002287_0.png | {
"observation": "A close-up of a thick, dark grey braided steel wire rope is shown against a plain white background. A bright blue plastic cap is visible at the left end, partially covering the rope. A silver-colored metal ferrule is positioned further down the rope, encircling it. The lower end of the rope is cut o... | uniform:3bf2b65f9067bdf652e104fd936511ea | 3,410 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_Qwen3-VL-8B-Instruct_8gpu/sampled_mb1024_ct_uniform_distribution_zw_5k_uniform_task_input_task_classify.csv | uniform:3bf2b65f9067bdf652e104fd936511ea | ct_uniform_002287 | ct_uniform | uniform | 3bf2b65f9067bdf652e104fd936511ea | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/3bf2b65f9067bdf652e104fd936511ea.jpeg | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/3bf2b65f9067bdf652e104fd936511ea.jpeg | sd3.5-m | stable-diffusion-3.5-medium | sd3.5-m | P2-round1 | [
{
"model_alias": "sd3.5-m",
"model_name": "stable-diffusion-3.5-medium",
"role": "sd3.5-m",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-medium/ct_uniform/ct_uniform_002287_0.png",
"exists": true,
"or... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt describes a single product with specific material textures (metallic, plastic, braided wire) and distinct structural details that require high-fidelity rendering and material accuracy, making image-grounded refinement the most effective appr... | high | generated 0/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "uniform:3bf2b65f9067bdf652e104fd936511ea",
"source_row": "3410",
"cache_image": "/cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/3bf2b65f9067bdf652e104fd936511ea.jpeg",
"md5": "3bf2b65f9067bdf652e104fd936511ea",
"original_index": "uniform:3bf2b65f9067bdf652e104fd936511ea",... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"An industrial cable assembly features a bright blue plastic cap at its upper end, conne... |
echo4o_000364 | A vibrant green iguana stands poised on tiled bathroom flooring, its scales glistening under soft light. To the right, sleek white drawers with metallic handles form a modern cabinet, contrasting sharply with the reptile's natural texture. | A vibrant green iguana stands poised on tiled bathroom flooring, its scales glistening under soft light. To the right, sleek white drawers with metallic handles form a modern cabinet, contrasting sharply with the reptile's natural texture. | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/echo4o__dynamic__flow100__cfg3.5__shift3.0/images/echo4o_000364_0.png | {
"observation": "A green iguana is standing on a tiled floor in what appears to be a bathroom. To the right, there are white drawers with metallic handles. The iguana's scales are visible, and the lighting appears soft. The background is slightly blurred, and a mirror or reflective surface is visible above the drawe... | echo4o:f37c87ae94765367e89efb6047d0940b | 2,547 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/echo4o_if_34k_layout_echo4o_Qwen3-VL-8B-Instruct_8gpu/echo4o_if_34k_layout_echo4o_task_input_task_classify.csv | echo4o:f37c87ae94765367e89efb6047d0940b | echo4o_000364 | echo4o | echo4o | f37c87ae94765367e89efb6047d0940b | /apdcephfs_zwfy2/share_303937731/zhaoyaqi/datasets/Echo-4o-Image/local_folder/000000/0009923.jpg | /apdcephfs_zwfy2/share_303937731/zhaoyaqi/datasets/Echo-4o-Image/local_folder/000000/0009923.jpg | unicom-cot | unicom-cot | unicom-cot | P2-round1 | [
{
"model_alias": "unicom-cot",
"model_name": "unicom-cot",
"role": "unicom-cot",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/echo4o__dynamic__flow100__cfg3.5__shift3.0/images/echo4o_000364_0.png",
"exists": true,
... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt focuses on material fidelity, specifically the glistening texture of reptile scales, soft lighting, and the contrast between organic and modern surfaces, which requires visual refinement rather than complex structural planning."
} | high | generated 2/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "echo4o:f37c87ae94765367e89efb6047d0940b",
"source_row": "2547",
"cache_image": "/apdcephfs_zwfy2/share_303937731/zhaoyaqi/datasets/Echo-4o-Image/local_folder/000000/0009923.jpg",
"md5": "f37c87ae94765367e89efb6047d0940b",
"original_index": "echo4o:f37c87ae94765367e89efb6047d0940b",
"arrow_p... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"A vibrant green iguana stands poised on tiled bathroom flooring, its scales glistening ... |
echo4o_000719 | Three high-heeled shoes in red, black, and silver hover above two sleek black computer monitors. The vibrant red shoe gleams with a glossy finish, while the black one boasts a matte texture. The silver sandal features intricate straps and a polished metallic sheen. | Three high-heeled shoes in red, black, and silver hover above two sleek black computer monitors. The vibrant red shoe gleams with a glossy finish, while the black one boasts a matte texture. The silver sandal features intricate straps and a polished metallic sheen. | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-medium/echo4o/echo4o_000719_0.png | {
"observation": "Three high-heeled shoes are displayed against a white background, positioned above two black computer monitors. The left shoe is red with a glossy finish and shows its heel and sole. The middle shoe is also red, glossy, with thin straps, and is viewed from the side. The right shoe is black with silv... | echo4o:4bebe4d0bdbf89a5d7f9e1702d4a9326 | 4,786 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/echo4o_if_34k_layout_echo4o_Qwen3-VL-8B-Instruct_8gpu/echo4o_if_34k_layout_echo4o_task_input_task_classify.csv | echo4o:4bebe4d0bdbf89a5d7f9e1702d4a9326 | echo4o_000719 | echo4o | echo4o | 4bebe4d0bdbf89a5d7f9e1702d4a9326 | /apdcephfs_zwfy2/share_303937731/zhaoyaqi/datasets/Echo-4o-Image/local_folder/000002/0008824.jpg | /apdcephfs_zwfy2/share_303937731/zhaoyaqi/datasets/Echo-4o-Image/local_folder/000002/0008824.jpg | sd3.5-m | stable-diffusion-3.5-medium | sd3.5-m | P2-round1 | [
{
"model_alias": "sd3.5-m",
"model_name": "stable-diffusion-3.5-medium",
"role": "sd3.5-m",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-medium/echo4o/echo4o_000719_0.png",
"exists": true,
"order": 1,... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt focuses on material properties (glossy vs. matte vs. metallic sheen) and the precise interaction of multiple objects in a hovering composition. These requirements are best served by iterative refinement of texture and lighting rather than a ... | high | generated 2/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "echo4o:4bebe4d0bdbf89a5d7f9e1702d4a9326",
"source_row": "4786",
"cache_image": "/apdcephfs_zwfy2/share_303937731/zhaoyaqi/datasets/Echo-4o-Image/local_folder/000002/0008824.jpg",
"md5": "4bebe4d0bdbf89a5d7f9e1702d4a9326",
"original_index": "echo4o:4bebe4d0bdbf89a5d7f9e1702d4a9326",
"arrow_p... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"Three high-heeled shoes in red, black, and silver hover above two sleek black computer ... |
flux_reason_000470 | LBB presents a portable baby metal crib with a purple canopy and mesh sides, featuring wheels and a TradeKey.com label. | LBB presents a portable baby metal crib with a purple canopy and mesh sides, featuring wheels and a TradeKey.com label. | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-large/flux_reason/flux_reason_000470_0.png | {
"observation": "A portable baby crib with a purple canopy and mesh sides is visible. It has wheels and a TradeKey.com label on the front. The canopy is purple with a transparent mesh top and decorative hanging elements. The crib frame is purple with black metal components and wheels. The interior mattress is purple... | flux_reason:text-00071878 | 921 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/flux_reason_source_balanced_7k_flux_reason_Qwen3-VL-8B-Instruct_8gpu/flux_reason_source_balanced_7k_flux_reason_task_input_task_classify.csv | flux_reason:text-00071878 | flux_reason_000470 | flux_reason | flux_reason | b123c1ec98d69871f91ebde30861bc11 | /apdcephfs_zwfy2/share_303944931/1_public_data/dataset/FLUX-Reason-6M/images/Text/text-00071878.jpg | /apdcephfs_zwfy2/share_303944931/1_public_data/dataset/FLUX-Reason-6M/images/Text/text-00071878.jpg | sd3.5-l | stable-diffusion-3.5-large | sd3.5-l | P2-round1 | [
{
"model_alias": "sd3.5-l",
"model_name": "stable-diffusion-3.5-large",
"role": "sd3.5-l",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/stable-diffusion-3.5-large/flux_reason/flux_reason_000470_0.png",
"exists": true,
"or... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt focuses on a single product subject with specific design attributes (purple canopy, wheels) and a requirement for a specific text label (TradeKey.com). The primary challenge is ensuring product fidelity and accurate text rendering, which is ... | high | generated 2/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T5",
"name": "high-fidelity detail rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "flux_reason:text-00071878",
"source_row": "921",
"cache_image": "/apdcephfs_zwfy2/share_303944931/1_public_data/dataset/FLUX-Reason-6M/images/Text/text-00071878.jpg",
"md5": "b123c1ec98d69871f91ebde30861bc11",
"original_index": "flux_reason:text-00071878",
"arrow_path": "/apdcephfs_zwfy2/sh... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"LBB presents a portable baby metal crib with a purple canopy and mesh sides, featuring ... |
sft_t2i_ocr_002111 | A young East Asian man with black hair tied back stands by a body of water, wearing white and grey traditional robes while holding an open book. To his left is a large, pale green stone tablet inscribed with two lines of green text: "妙年才气擅超群" and "试吏来司泮水芹". In the background, there is a traditional Chinese building and... | A young East Asian man with black hair tied back stands by a body of water, wearing white and grey traditional robes while holding an open book. To his left is a large, pale green stone tablet inscribed with two lines of green text: "妙年才气擅超群" and "试吏来司泮水芹". In the background, there is a traditional Chinese building and... | /apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/sft_t2i_ocr__dynamic__flow100__cfg3.5__shift3.0/images/sft_t2i_ocr_002111_0.png | {
"observation": "一位年轻的东亚男性，黑发束起，身穿白色与灰色的传统长袍，手持一本打开的书，站在水边。他左侧有一块大型浅绿色石碑，上面刻有两行绿色文字：'妙年才气擅超群'和'试吏来司泮水芹'。背景中可见一座中式传统建筑和几棵风格化的树木，天空呈灰蒙蒙的色调。",
"reflection": "图像基本符合原提示：人物、服饰、持书姿势、石碑及其文字、背景建筑和树木、整体氛围均正确呈现。石碑上的文字清晰可辨，与原提示一致。然而，人物面部细节略显模糊，手部握书姿势不够自然，整体画面存在轻微的雾化和柔化效果，影响了细节锐度。这些属于图像质量缺陷，需在下一轮优化中提升。",
"refine": true,
"... | ocr:1fb6ae64cfe0caef313a434930118462 | 2,526 | /apdcephfs/private_miayqzhao/code/UniComReason/output/task_classify/sft_t2i_ocr_design_balanced_5k_ocr_Qwen3-VL-8B-Instruct_8gpu/sft_t2i_ocr_design_balanced_5k_ocr_task_input_task_classify.csv | ocr:1fb6ae64cfe0caef313a434930118462 | sft_t2i_ocr_002111 | sft_t2i_ocr | ocr | 1fb6ae64cfe0caef313a434930118462 | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/1fb6ae64cfe0caef313a434930118462.jpeg | /cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/1fb6ae64cfe0caef313a434930118462.jpeg | unicom-cot | unicom-cot | unicom-cot | P2-round1 | [
{
"model_alias": "unicom-cot",
"model_name": "unicom-cot",
"role": "unicom-cot",
"stage_id": "P2-round1",
"image_path": "/apdcephfs_zwfy2/share_303944931/zhaoyaqi/UniComReason/p2_round1_images/unicom-cot/sft_t2i_ocr__dynamic__flow100__cfg3.5__shift3.0/images/sft_t2i_ocr_002111_0.png",
"exist... | {
"id": "P2",
"name": "Image-Grounded Reflection",
"reason": "The prompt involves a single subject with specific textual and object constraints. The primary bottleneck is the accurate rendering of the Chinese characters on the stone tablet and maintaining the visual fidelity of the scene, which is best handled th... | high | generated 0/3 | {
"primary": {
"id": "T1",
"name": "single-subject high-style image"
},
"secondary_1": {
"id": "T7",
"name": "text/logo/symbol exact rendering"
},
"secondary_2": {
"id": "",
"name": ""
}
} | {
"record_key": "ocr:1fb6ae64cfe0caef313a434930118462",
"source_row": "2526",
"cache_image": "/cos_nj1/share_302243067/ad_creative_engine/text2image_pipeline_prd/1fb6ae64cfe0caef313a434930118462.jpeg",
"md5": "1fb6ae64cfe0caef313a434930118462",
"original_index": "ocr:1fb6ae64cfe0caef313a434930118462",
"arro... | P2 round1 image generation comparison | Qwen3VL-8B-S1Eval_test10 | Qwen3VL-8B-S1Eval_test10 | {
"trace_type": "p2_round1_image_generation",
"content": {
"cot_0": "P2 sample prepared for visual comparison across generated model outputs.",
"stages": [
"{\"stage_id\":\"P2-round1-generated-images\",\"prompt\":\"A young East Asian man with black hair tied back stands by a body of water, wearing whi... |
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