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[
5,
17
] | [
5
] | 1 | PH_2016.06.08_Economy-Final.pdf | Research report / Introduction | According to the report, how do 5% of the Latinos see economic upward mobility for their children? | Less well-off | [
"Chart"
] | 5% of Latinos believe their children will be less well off financially compared to themselves. | null | null | null | {"document_summary":"The document addresses economic upward mobility expectations for Latino childre(...TRUNCATED) | [reuse_retrieval_results] | "The document addresses economic upward mobility expectations for Latino children, with specific men(...TRUNCATED) | "The document addresses economic upward mobility expectations for Latino children, with specific men(...TRUNCATED) | "[SYSTEM]\nYou are a helpful assistant.\n\n# Tools\nYou may call one or more functions to assist wit(...TRUNCATED) | "<think>\nI need to zoom in on the pie chart to confirm the exact percentage of Latinos who believe (...TRUNCATED) | 5% of Latinos believe their children will be less well off financially compared to themselves. | answer | null | null | sample0/turn2_vlm_turn1_input_image0.png | null | null | null | null | null | null | null | null | null | null | sample0/turn2_vlm_turn1_input_image1.png | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: According to the report, how do 5% of the Latinos see economic upward mobility for their (...TRUNCATED) | "<think>\nI need to zoom in on the pie chart to confirm the exact percentage of Latinos who believe (...TRUNCATED) | [
773,
483,
1082,
791
] | 2 | sample0/turn2_vlm_turn2_input_image0.png | null | null | null | sample0/turn2_vlm_turn2_input_image1.png | sample0/turn2_vlm_turn2_input_image2.png | null | null | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: According to the report, how do 5% of the Latinos see economic upward mobility for their (...TRUNCATED) | "<think>\nThe pie chart confirms that 5% of Latinos believe their children will be less well off fin(...TRUNCATED) | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | "iVBORw0KGgoAAAANSUhEUgAABPsAAAZyCAIAAADJpnZZAAEAAElEQVR4nOzdd1wU1/4//kPvTXoRAVFpCjbEgr1i7ya2oCYmajT(...TRUNCATED) | |
[
19,
20
] | [
19,
20
] | 1 | PH_2016.06.08_Economy-Final.pdf | Research report / Introduction | "According to the report, which one is greater in population in the survey? Foreign born Latinos, or(...TRUNCATED) | Latinos interviewed by cellphone | [
"Table"
] | The Latinos interviewed by cellphone are greater in population in the survey. | null | null | null | {"document_summary":"The document primarily focuses on Latino financial outlooks, economic optimism,(...TRUNCATED) | [reuse_retrieval_results] | "The document primarily focuses on Latino financial outlooks, economic optimism, and demographic tre(...TRUNCATED) | "The document primarily focuses on Latino financial outlooks, economic optimism, and demographic tre(...TRUNCATED) | "[SYSTEM]\nYou are a helpful assistant.\n\n# Tools\nYou may call one or more functions to assist wit(...TRUNCATED) | "<think>Based on the provided pages, the total number of foreign-born Latinos in the survey is 795. (...TRUNCATED) | The Latinos interviewed by cellphone are greater in population in the survey. | answer | null | null | sample1/turn2_vlm_turn1_input_image0.png | null | null | null | null | null | null | null | null | null | null | sample1/turn2_vlm_turn1_input_image1.png | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: According to the report, which one is greater in population in the survey? Foreign born L(...TRUNCATED) | "<think>Based on the provided pages, the total number of foreign-born Latinos in the survey is 795. (...TRUNCATED) | [
10,
20,
100,
200
] | 2 | sample1/turn2_vlm_turn2_input_image0.png | null | null | null | sample1/turn2_vlm_turn2_input_image1.png | sample1/turn2_vlm_turn2_input_image2.png | null | null | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: According to the report, which one is greater in population in the survey? Foreign born L(...TRUNCATED) | "<think>After zooming in on the image, it is clear that the total number of Latinos interviewed by c(...TRUNCATED) | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | "iVBORw0KGgoAAAANSUhEUgAABPsAAAZyCAIAAADJpnZZAAEAAElEQVR4nOzdd1wUx/8/8Dl67x1BQFCagA1Qg1jRYDe2aKKxJCa(...TRUNCATED) | |
[
8,
10,
14,
15,
17
] | [
14
] | 0 | PH_2016.06.08_Economy-Final.pdf | Research report / Introduction | From this report, which subgroup among Hispanics has gained most confidence from 2008 to 2015? | Some college or more | [
"Chart"
] | Younger Hispanics (under 30) | null | null | null | {"document_summary":"The document provides multiple insights into Hispanic subgroups' financial conf(...TRUNCATED) | [reuse_retrieval_results] | "The document provides multiple insights into Hispanic subgroups' financial confidence changes from (...TRUNCATED) | "The document provides multiple insights into Hispanic subgroups' financial confidence changes from (...TRUNCATED) | "[SYSTEM]\nYou are a helpful assistant.\n\n# Tools\nYou may call one or more functions to assist wit(...TRUNCATED) | "<think>Based on the information provided, the subgroup that has gained the most confidence from 200(...TRUNCATED) | Younger Hispanics (under 30) | answer | null | null | sample2/turn2_vlm_turn1_input_image0.png | null | null | null | null | null | null | null | null | null | null | sample2/turn2_vlm_turn1_input_image1.png | null | null | null | null | null | null | null | null | null | null | sample2/turn2_vlm_turn1_input_image2.png | sample2/turn2_vlm_turn1_input_image3.png | sample2/turn2_vlm_turn1_input_image4.png | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: From this report, which subgroup among Hispanics has gained most confidence from 2008 to (...TRUNCATED) | "<think>Based on the information provided, the subgroup that has gained the most confidence from 200(...TRUNCATED) | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | "iVBORw0KGgoAAAANSUhEUgAABPsAAAZyCAIAAADJpnZZAAEAAElEQVR4nOzdd1hUx/4/8Fl6ERakI11QwIYNVGKLnWjs0cTYjcY(...TRUNCATED) | |
[
22,
23
] | [
2,
22,
23
] | 0 | PH_2016.06.08_Economy-Final.pdf | Research report / Introduction | Among all 12 references in this report, how many are from its own research center? | 8 | [
"Pure-text (Plain-text)"
] | 5 | null | null | null | {"document_summary":"The document contains references listed in Appendix A (Page 22) and additional (...TRUNCATED) | [reuse_retrieval_results] | "The document contains references listed in Appendix A (Page 22) and additional sources in Page 23. (...TRUNCATED) | "The document contains references listed in Appendix A (Page 22) and additional sources in Page 23. (...TRUNCATED) | "[SYSTEM]\nYou are a helpful assistant.\n\n# Tools\nYou may call one or more functions to assist wit(...TRUNCATED) | "<think>To determine how many references are from the Pew Research Center, I need to examine the lis(...TRUNCATED) | 5 | answer | null | null | sample3/turn2_vlm_turn1_input_image0.png | null | null | null | null | null | null | null | null | null | null | sample3/turn2_vlm_turn1_input_image1.png | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: Among all 12 references in this report, how many are from its own research center?\n\nRel(...TRUNCATED) | "<think>To determine how many references are from the Pew Research Center, I need to examine the lis(...TRUNCATED) | [
168,
297,
1143,
384
] | 1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | "iVBORw0KGgoAAAANSUhEUgAABPsAAAZyCAIAAADJpnZZAAEAAElEQVR4nOzdd1wUx/8/8Lk7qoj0XgQEBSwgoqBEjQ1jjzX2XmJ(...TRUNCATED) | |
[
4,
7,
10,
13,
14
] | [
4,
7,
9,
10,
13,
14
] | 0 | PH_2016.06.08_Economy-Final.pdf | Research report / Introduction | "Among all charts in this report, how many compare between the general public with the Latinos/Hispa(...TRUNCATED) | 6 | [
"Chart",
"Generalized-text (Layout)"
] | 2 | null | null | null | {"document_summary":"The document contains multiple charts comparing Latinos/Hispanics with the gene(...TRUNCATED) | [reuse_retrieval_results] | "The document contains multiple charts comparing Latinos/Hispanics with the general U.S. public, foc(...TRUNCATED) | "The document contains multiple charts comparing Latinos/Hispanics with the general U.S. public, foc(...TRUNCATED) | "[SYSTEM]\nYou are a helpful assistant.\n\n# Tools\nYou may call one or more functions to assist wit(...TRUNCATED) | "<think>Based on the visible information, there are two charts that compare between the general publ(...TRUNCATED) | 2 | answer | null | null | sample4/turn2_vlm_turn1_input_image0.png | null | null | null | null | null | null | null | null | null | null | sample4/turn2_vlm_turn1_input_image1.png | null | null | null | null | null | null | null | null | null | null | sample4/turn2_vlm_turn1_input_image2.png | sample4/turn2_vlm_turn1_input_image3.png | sample4/turn2_vlm_turn1_input_image4.png | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: Among all charts in this report, how many compare between the general public with the Lat(...TRUNCATED) | "<think>Based on the visible information, there are two charts that compare between the general publ(...TRUNCATED) | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | "iVBORw0KGgoAAAANSUhEUgAABPsAAAZyCAIAAADJpnZZAAEAAElEQVR4nOzdZXwUV/8//FmNOxFCPCFKAgSCQ3G3FIfiUpxSoAr(...TRUNCATED) | |
[
16,
15,
10,
8
] | [
16
] | 1 | PH_2016.06.08_Economy-Final.pdf | Research report / Introduction | "According to this report, among the Hispanics shaped by four current personal financial situation, (...TRUNCATED) | Poor Financial Condition | [
"Chart"
] | "The highest percentage of Hispanics expecting their future financial situation to get a lot worse i(...TRUNCATED) | null | null | null | {"document_summary":"The document primarily focuses on Latino financial optimism and expectations, w(...TRUNCATED) | [reuse_retrieval_results] | "The document primarily focuses on Latino financial optimism and expectations, with detailed data on(...TRUNCATED) | "The document primarily focuses on Latino financial optimism and expectations, with detailed data on(...TRUNCATED) | "[SYSTEM]\nYou are a helpful assistant.\n\n# Tools\nYou may call one or more functions to assist wit(...TRUNCATED) | "<think>Based on the provided pages, we need to identify the highest percentage of Hispanics who exp(...TRUNCATED) | "The highest percentage of Hispanics expecting their future financial situation to get a lot worse i(...TRUNCATED) | answer | null | null | sample5/turn2_vlm_turn1_input_image0.png | null | null | null | null | null | null | null | null | null | null | sample5/turn2_vlm_turn1_input_image1.png | null | null | null | null | null | null | null | null | null | null | sample5/turn2_vlm_turn1_input_image2.png | sample5/turn2_vlm_turn1_input_image3.png | null | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: According to this report, among the Hispanics shaped by four current personal financial s(...TRUNCATED) | "<think>Based on the provided pages, we need to identify the highest percentage of Hispanics who exp(...TRUNCATED) | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | "iVBORw0KGgoAAAANSUhEUgAABPsAAAZyCAIAAADJpnZZAAEAAElEQVR4nOzdd1hUx/4/8Fl6ERakI11QwIYNVGKLnWjs0cTYjcY(...TRUNCATED) | |
[
11
] | [
11
] | 1 | PH_2016.06.08_Economy-Final.pdf | Research report / Introduction | "According to this report, from 2014 to 2015, one group has the most significant drop of percentage (...TRUNCATED) | ['White', '10%'] | [
"Chart"
] | The group with the most significant drop is White adults, with a percentage drop of 10 points. | null | null | null | {"document_summary":"The document primarily focuses on Latino financial outlooks, economic optimism,(...TRUNCATED) | [reuse_retrieval_results] | "The document primarily focuses on Latino financial outlooks, economic optimism, and income trends c(...TRUNCATED) | "The document primarily focuses on Latino financial outlooks, economic optimism, and income trends c(...TRUNCATED) | "[SYSTEM]\nYou are a helpful assistant.\n\n# Tools\nYou may call one or more functions to assist wit(...TRUNCATED) | "<think>To determine the group with the most significant drop in the percentage of households claimi(...TRUNCATED) | The group with the most significant drop is White adults, with a percentage drop of 10 points. | answer | null | null | sample6/turn2_vlm_turn1_input_image0.png | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: According to this report, from 2014 to 2015, one group has the most significant drop of p(...TRUNCATED) | "<think>To determine the group with the most significant drop in the percentage of households claimi(...TRUNCATED) | [
486,
870,
605,
1190
] | 1 | sample6/turn2_vlm_turn2_input_image0.png | null | null | null | sample6/turn2_vlm_turn2_input_image1.png | null | null | null | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: According to this report, from 2014 to 2015, one group has the most significant drop of p(...TRUNCATED) | "<think>From the table, the percentage of Hispanic adults who felt their income was falling behind t(...TRUNCATED) | [
486,
870,
605,
1190
] | 1 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | "iVBORw0KGgoAAAANSUhEUgAABPsAAAZyCAIAAADJpnZZAAEAAElEQVR4nOzdd1xUx/4//ln60ot0QbogSlNRUdQo1miILZoYr4o(...TRUNCATED) | |
[
4,
5
] | [
3,
5
] | 0 | Independents-Report.pdf | Research report / Introduction | "What's the percentage of people who are democrats and voted in the last election compared to the en(...TRUNCATED) | 18.29% | [
"Pure-text (Plain-text)"
] | unanswerable | null | null | null | {"document_summary":"The document provides data on voter participation among political affiliations (...TRUNCATED) | [reuse_retrieval_results] | "The document provides data on voter participation among political affiliations in 2018, but does no(...TRUNCATED) | "The document provides data on voter participation among political affiliations in 2018, but does no(...TRUNCATED) | "[SYSTEM]\nYou are a helpful assistant.\n\n# Tools\nYou may call one or more functions to assist wit(...TRUNCATED) | "<think>Based on the information provided, we know that 59% of registered Democrats reported voting (...TRUNCATED) | unanswerable | not_answerable | null | null | sample7/turn2_vlm_turn1_input_image0.png | null | null | null | null | null | null | null | null | null | null | sample7/turn2_vlm_turn1_input_image1.png | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: What's the percentage of people who are democrats and voted in the last election compared(...TRUNCATED) | "<think>Based on the information provided, we know that 59% of registered Democrats reported voting (...TRUNCATED) | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | "iVBORw0KGgoAAAANSUhEUgAABPsAAAZyCAIAAADJpnZZAAEAAElEQVR4nOzdd3wURf8H8O/dpfdKekgDUiCEFjqIVBEeBKkCFoo(...TRUNCATED) | |
[
4,
5
] | [] | 1 | Independents-Report.pdf | Research report / Introduction | "What's the percentage of people who are democrats and voted in the last election compared to the en(...TRUNCATED) | Not answerable | [] | unanswerable | null | null | null | {"document_summary":"The document primarily focuses on political independents and their leanings, bu(...TRUNCATED) | [reuse_retrieval_results] | "The document primarily focuses on political independents and their leanings, but it includes data o(...TRUNCATED) | "The document primarily focuses on political independents and their leanings, but it includes data o(...TRUNCATED) | "[SYSTEM]\nYou are a helpful assistant.\n\n# Tools\nYou may call one or more functions to assist wit(...TRUNCATED) | "<think>Based on the information provided in the images, the percentage of Democrats who voted in th(...TRUNCATED) | unanswerable | not_answerable | null | null | sample8/turn2_vlm_turn1_input_image0.png | null | null | null | null | null | null | null | null | null | null | sample8/turn2_vlm_turn1_input_image1.png | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: What's the percentage of people who are democrats and voted in the last election compared(...TRUNCATED) | "<think>Based on the information provided in the images, the percentage of Democrats who voted in th(...TRUNCATED) | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | "iVBORw0KGgoAAAANSUhEUgAABPsAAAZyCAIAAADJpnZZAAEAAElEQVR4nOzdd3wURf8H8O/dpfdKekgDUiCEFjqIVBEeBKkCFoo(...TRUNCATED) | |
[
6
] | [] | 1 | Independents-Report.pdf | Research report / Introduction | "From this report, among Clinton, G.W.Bush, and Obama, whose support rate by the democrats increased(...TRUNCATED) | Not answerable | [] | Unanswerable | null | null | null | {"document_summary":"The document primarily focuses on political independents in the U.S., their lea(...TRUNCATED) | [reuse_retrieval_results] | "The document primarily focuses on political independents in the U.S., their leanings, voting behavi(...TRUNCATED) | "The document primarily focuses on political independents in the U.S., their leanings, voting behavi(...TRUNCATED) | "[SYSTEM]\nYou are a helpful assistant.\n\n# Tools\nYou may call one or more functions to assist wit(...TRUNCATED) | "<think>To determine whose support rate by the democrats increased by 5% in his last year of preside(...TRUNCATED) | Unanswerable | answer | null | null | sample9/turn2_vlm_turn1_input_image0.png | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: From this report, among Clinton, G.W.Bush, and Obama, whose support rate by the democrats(...TRUNCATED) | "<think>To determine whose support rate by the democrats increased by 5% in his last year of preside(...TRUNCATED) | [
10,
798,
440,
1250
] | 1 | sample9/turn2_vlm_turn2_input_image0.png | null | null | null | sample9/turn2_vlm_turn2_input_image1.png | null | null | null | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: From this report, among Clinton, G.W.Bush, and Obama, whose support rate by the democrats(...TRUNCATED) | "<think>I have zoomed in on the line graph for Clinton. The graph shows the percentage of approval r(...TRUNCATED) | [
450,
798,
788,
1250
] | 1 | sample9/turn2_vlm_turn3_input_image0.png | null | null | null | null | sample9/turn2_vlm_turn3_input_image1.png | sample9/turn2_vlm_turn3_input_image2.png | null | null | null | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: From this report, among Clinton, G.W.Bush, and Obama, whose support rate by the democrats(...TRUNCATED) | "<think>I have zoomed in on the line graph for G.W. Bush. The graph shows the percentage of approval(...TRUNCATED) | [
798,
798,
1136,
1250
] | 1 | sample9/turn2_vlm_turn4_input_image0.png | sample9/turn2_vlm_turn4_input_image1.png | sample9/turn2_vlm_turn4_input_image2.png | sample9/turn2_vlm_turn4_input_image3.png | null | null | null | null | [{"content":[{"ref":null,"text":"You are a helpful assistant.\n\n# Tools\nYou may call one or more f(...TRUNCATED) | "Question: From this report, among Clinton, G.W.Bush, and Obama, whose support rate by the democrats(...TRUNCATED) | "<think>I have zoomed in on the line graph for Obama. The graph shows the percentage of approval rat(...TRUNCATED) | null | null | null | null | null | null | null | null | null | null | null | null | null | null | "iVBORw0KGgoAAAANSUhEUgAABPsAAAZyCAIAAADJpnZZAAEAAElEQVR4nOzddXwUx98H8DmNu5GEEEIC8QRLAoFgxSlQpLS406K(...TRUNCATED) |
End of preview. Expand in Data Studio
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
MMLongBench – 2025-11-28 07:07 UTC
Average accuracy: 46.83% (1072 samples with scores)
Subset metrics by evidence source:
Pure-text (Plain-text): samples=302, accuracy=48.01%
Figure: samples=299, accuracy=38.46%
Table: samples=217, accuracy=44.70%
Chart: samples=175, accuracy=39.43%
Generalized-text (Layout): samples=119, accuracy=30.25%
Subset metrics by evidence pages length:
no_pages: samples=226, accuracy=56.19%
single_page: samples=489, accuracy=53.37%
multiple_pages: samples=357, accuracy=31.93%
Done: Results saved to /hub_data2/seohyun/outputs/base_deepeyes_multi_2_iter_1128/simpledoc_eval/MMLongBench/eval_results.jsonl
Results source: /hub_data2/seohyun/outputs/base_deepeyes_multi_2_iter_1128/results.json
MMLongBench – 2025-11-28 04:49 UTC
Average accuracy: 46.70% (182 samples with scores)
Subset metrics by evidence source:
Figure: samples=46, accuracy=32.61%
Chart: samples=41, accuracy=39.02%
Generalized-text (Layout): samples=37, accuracy=32.43%
Pure-text (Plain-text): samples=35, accuracy=51.43%
Table: samples=27, accuracy=51.85%
Subset metrics by evidence pages length:
no_pages: samples=33, accuracy=63.64%
single_page: samples=89, accuracy=52.81%
multiple_pages: samples=60, accuracy=28.33%
Done: Results saved to /hub_data2/seohyun/outputs/base_deepeyes_multi_2_iter_1128/simpledoc_eval/MMLongBench/eval_results.jsonl
Results source: /hub_data2/seohyun/outputs/base_deepeyes_multi_2_iter_1128/results.json
MMLongBench – 2025-11-28 04:45 UTC
Automatic evaluation summary could not be generated.
Results file: /hub_data2/seohyun/outputs/base_deepeyes_multi_2_iter_1128/results.json
Evaluation file: /hub_data2/seohyun/outputs/base_deepeyes_multi_2_iter_1128/simpledoc_eval/MMLongBench/eval_results.jsonl
configs: - config_name: default data_files: - split: train path: data/train-* dataset_info: features: - name: concat_image_bbox dtype: image - name: relevant_pages list: int64 - name: evidence_pages list: int64 - name: score dtype: int64 - name: doc_id dtype: string - name: doc_type dtype: string - name: question dtype: string - name: answer dtype: string - name: evidence_sources list: string - name: final_answer dtype: string - name: turn1_colqwen_query dtype: 'null' - name: turn1_colqwen_retrieval_results dtype: 'null' - name: turn1_llm_query_input dtype: 'null' - name: turn1_llm_retrieval_results struct: - name: document_summary dtype: string - name: relevant_pages list: int64 - name: turn1_llm_raw_output dtype: string - name: turn1_memory_out dtype: string - name: turn2_memory_in dtype: string - name: turn2_vlm_prompt_input dtype: string - name: turn2_vlm_raw_output dtype: string - name: turn2_final_answer dtype: string - name: turn2_response_type dtype: string - name: turn2_updated_question dtype: 'null' - name: turn2_notes dtype: 'null' - name: turn2_vlm_turn1_input_image0_ref dtype: string - name: turn2_vlm_turn1_input_image10_ref dtype: string - name: turn2_vlm_turn1_input_image11_ref dtype: string - name: turn2_vlm_turn1_input_image12_ref dtype: string - name: turn2_vlm_turn1_input_image13_ref dtype: string - name: turn2_vlm_turn1_input_image14_ref dtype: string - name: turn2_vlm_turn1_input_image15_ref dtype: string - name: turn2_vlm_turn1_input_image16_ref dtype: string - name: turn2_vlm_turn1_input_image17_ref dtype: string - name: turn2_vlm_turn1_input_image18_ref dtype: string - name: turn2_vlm_turn1_input_image19_ref dtype: string - name: turn2_vlm_turn1_input_image1_ref dtype: string - name: turn2_vlm_turn1_input_image20_ref dtype: string - name: turn2_vlm_turn1_input_image21_ref dtype: string - name: turn2_vlm_turn1_input_image22_ref dtype: string - name: turn2_vlm_turn1_input_image23_ref dtype: string - name: turn2_vlm_turn1_input_image24_ref dtype: string - name: turn2_vlm_turn1_input_image25_ref dtype: string - name: turn2_vlm_turn1_input_image26_ref dtype: string - name: turn2_vlm_turn1_input_image27_ref dtype: string - name: turn2_vlm_turn1_input_image28_ref dtype: string - name: turn2_vlm_turn1_input_image29_ref dtype: string - name: turn2_vlm_turn1_input_image2_ref dtype: string - name: turn2_vlm_turn1_input_image3_ref dtype: string - name: turn2_vlm_turn1_input_image4_ref dtype: string - name: turn2_vlm_turn1_input_image5_ref dtype: string - name: turn2_vlm_turn1_input_image6_ref dtype: string - name: turn2_vlm_turn1_input_image7_ref dtype: string - name: turn2_vlm_turn1_input_image8_ref dtype: string - name: turn2_vlm_turn1_input_image9_ref dtype: string - name: turn2_vlm_turn1_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn1_prompt dtype: string - name: turn2_vlm_turn1_raw_output dtype: string - name: turn2_vlm_turn1_zoom_box list: float64 - name: turn2_vlm_turn1_zoom_page_index dtype: int64 - name: turn2_vlm_turn2_input_image0_ref dtype: string - name: turn2_vlm_turn2_input_image10_ref dtype: string - name: turn2_vlm_turn2_input_image11_ref dtype: string - name: turn2_vlm_turn2_input_image12_ref dtype: string - name: turn2_vlm_turn2_input_image1_ref dtype: string - name: turn2_vlm_turn2_input_image2_ref dtype: string - name: turn2_vlm_turn2_input_image3_ref dtype: string - name: turn2_vlm_turn2_input_image4_ref dtype: string - name: turn2_vlm_turn2_input_image5_ref dtype: string - name: turn2_vlm_turn2_input_image6_ref dtype: string - name: turn2_vlm_turn2_input_image7_ref dtype: string - name: turn2_vlm_turn2_input_image8_ref dtype: string - name: turn2_vlm_turn2_input_image9_ref dtype: string - name: turn2_vlm_turn2_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn2_prompt dtype: string - name: turn2_vlm_turn2_raw_output dtype: string - name: turn2_vlm_turn2_zoom_box list: float64 - name: turn2_vlm_turn2_zoom_page_index dtype: int64 - name: turn2_vlm_turn3_input_image0_ref dtype: string - name: turn2_vlm_turn3_input_image10_ref dtype: string - name: turn2_vlm_turn3_input_image11_ref dtype: string - name: turn2_vlm_turn3_input_image12_ref dtype: string - name: turn2_vlm_turn3_input_image13_ref dtype: string - name: turn2_vlm_turn3_input_image1_ref dtype: string - name: turn2_vlm_turn3_input_image2_ref dtype: string - name: turn2_vlm_turn3_input_image3_ref dtype: string - name: turn2_vlm_turn3_input_image4_ref dtype: string - name: turn2_vlm_turn3_input_image5_ref dtype: string - name: turn2_vlm_turn3_input_image6_ref dtype: string - name: turn2_vlm_turn3_input_image7_ref dtype: string - name: turn2_vlm_turn3_input_image8_ref dtype: string - name: turn2_vlm_turn3_input_image9_ref dtype: string - name: turn2_vlm_turn3_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn3_prompt dtype: string - name: turn2_vlm_turn3_raw_output dtype: string - name: turn2_vlm_turn3_zoom_box list: float64 - name: turn2_vlm_turn3_zoom_page_index dtype: int64 - name: turn2_vlm_turn4_input_image0_ref dtype: string - name: turn2_vlm_turn4_input_image1_ref dtype: string - name: turn2_vlm_turn4_input_image2_ref dtype: string - name: turn2_vlm_turn4_input_image3_ref dtype: string - name: turn2_vlm_turn4_input_image4_ref dtype: string - name: turn2_vlm_turn4_input_image5_ref dtype: string - name: turn2_vlm_turn4_input_image6_ref dtype: string - name: turn2_vlm_turn4_input_image7_ref dtype: string - name: turn2_vlm_turn4_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn4_prompt dtype: string - name: turn2_vlm_turn4_raw_output dtype: string - name: turn2_vlm_turn4_zoom_box list: float64 - name: turn2_vlm_turn4_zoom_page_index dtype: int64 - name: turn2_vlm_turn5_input_image0_ref dtype: string - name: turn2_vlm_turn5_input_image1_ref dtype: string - name: turn2_vlm_turn5_input_image2_ref dtype: string - name: turn2_vlm_turn5_input_image3_ref dtype: string - name: turn2_vlm_turn5_input_image4_ref dtype: string - name: turn2_vlm_turn5_input_image5_ref dtype: string - name: turn2_vlm_turn5_input_image6_ref dtype: string - name: turn2_vlm_turn5_input_image7_ref dtype: string - name: turn2_vlm_turn5_input_image8_ref dtype: string - name: turn2_vlm_turn5_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn5_prompt dtype: string - name: turn2_vlm_turn5_raw_output dtype: string - name: concat_image_bbox_base64 dtype: string splits: - name: train num_bytes: 135448249 num_examples: 1073 download_size: 116328415 dataset_size: 135448249
configs: - config_name: default data_files: - split: train path: data/train-* dataset_info: features: - name: concat_image_bbox dtype: image - name: relevant_pages list: int64 - name: evidence_pages list: int64 - name: score dtype: int64 - name: doc_id dtype: string - name: doc_type dtype: string - name: question dtype: string - name: answer dtype: string - name: evidence_sources list: string - name: final_answer dtype: string - name: turn1_colqwen_query dtype: 'null' - name: turn1_colqwen_retrieval_results dtype: 'null' - name: turn1_llm_query_input dtype: 'null' - name: turn1_llm_retrieval_results struct: - name: document_summary dtype: string - name: relevant_pages list: int64 - name: turn1_llm_raw_output dtype: string - name: turn1_memory_out dtype: string - name: turn2_memory_in dtype: string - name: turn2_vlm_prompt_input dtype: string - name: turn2_vlm_raw_output dtype: string - name: turn2_final_answer dtype: string - name: turn2_response_type dtype: string - name: turn2_updated_question dtype: 'null' - name: turn2_notes dtype: 'null' - name: turn2_vlm_turn1_input_image0_ref dtype: string - name: turn2_vlm_turn1_input_image10_ref dtype: string - name: turn2_vlm_turn1_input_image11_ref dtype: string - name: turn2_vlm_turn1_input_image12_ref dtype: string - name: turn2_vlm_turn1_input_image13_ref dtype: string - name: turn2_vlm_turn1_input_image14_ref dtype: string - name: turn2_vlm_turn1_input_image15_ref dtype: string - name: turn2_vlm_turn1_input_image1_ref dtype: string - name: turn2_vlm_turn1_input_image2_ref dtype: string - name: turn2_vlm_turn1_input_image3_ref dtype: string - name: turn2_vlm_turn1_input_image4_ref dtype: string - name: turn2_vlm_turn1_input_image5_ref dtype: string - name: turn2_vlm_turn1_input_image6_ref dtype: string - name: turn2_vlm_turn1_input_image7_ref dtype: string - name: turn2_vlm_turn1_input_image8_ref dtype: string - name: turn2_vlm_turn1_input_image9_ref dtype: string - name: turn2_vlm_turn1_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn1_prompt dtype: string - name: turn2_vlm_turn1_raw_output dtype: string - name: turn2_vlm_turn1_zoom_box list: float64 - name: turn2_vlm_turn1_zoom_page_index dtype: int64 - name: turn2_vlm_turn2_input_image0_ref dtype: string - name: turn2_vlm_turn2_input_image10_ref dtype: string - name: turn2_vlm_turn2_input_image11_ref dtype: string - name: turn2_vlm_turn2_input_image12_ref dtype: string - name: turn2_vlm_turn2_input_image1_ref dtype: string - name: turn2_vlm_turn2_input_image2_ref dtype: string - name: turn2_vlm_turn2_input_image3_ref dtype: string - name: turn2_vlm_turn2_input_image4_ref dtype: string - name: turn2_vlm_turn2_input_image5_ref dtype: string - name: turn2_vlm_turn2_input_image6_ref dtype: string - name: turn2_vlm_turn2_input_image7_ref dtype: string - name: turn2_vlm_turn2_input_image8_ref dtype: string - name: turn2_vlm_turn2_input_image9_ref dtype: string - name: turn2_vlm_turn2_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn2_prompt dtype: string - name: turn2_vlm_turn2_raw_output dtype: string - name: turn2_vlm_turn2_zoom_box list: float64 - name: turn2_vlm_turn2_zoom_page_index dtype: int64 - name: turn2_vlm_turn3_input_image0_ref dtype: string - name: turn2_vlm_turn3_input_image10_ref dtype: string - name: turn2_vlm_turn3_input_image11_ref dtype: string - name: turn2_vlm_turn3_input_image12_ref dtype: string - name: turn2_vlm_turn3_input_image13_ref dtype: string - name: turn2_vlm_turn3_input_image1_ref dtype: string - name: turn2_vlm_turn3_input_image2_ref dtype: string - name: turn2_vlm_turn3_input_image3_ref dtype: string - name: turn2_vlm_turn3_input_image4_ref dtype: string - name: turn2_vlm_turn3_input_image5_ref dtype: string - name: turn2_vlm_turn3_input_image6_ref dtype: string - name: turn2_vlm_turn3_input_image7_ref dtype: string - name: turn2_vlm_turn3_input_image8_ref dtype: string - name: turn2_vlm_turn3_input_image9_ref dtype: string - name: turn2_vlm_turn3_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn3_prompt dtype: string - name: turn2_vlm_turn3_raw_output dtype: string - name: turn2_vlm_turn3_zoom_box list: float64 - name: turn2_vlm_turn3_zoom_page_index dtype: int64 - name: turn2_vlm_turn4_input_image0_ref dtype: string - name: turn2_vlm_turn4_input_image1_ref dtype: string - name: turn2_vlm_turn4_input_image2_ref dtype: string - name: turn2_vlm_turn4_input_image3_ref dtype: string - name: turn2_vlm_turn4_input_image4_ref dtype: string - name: turn2_vlm_turn4_input_image5_ref dtype: string - name: turn2_vlm_turn4_input_image6_ref dtype: string - name: turn2_vlm_turn4_input_image7_ref dtype: string - name: turn2_vlm_turn4_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn4_prompt dtype: string - name: turn2_vlm_turn4_raw_output dtype: string - name: turn2_vlm_turn4_zoom_box list: float64 - name: turn2_vlm_turn4_zoom_page_index dtype: int64 - name: turn2_vlm_turn5_input_image0_ref dtype: string - name: turn2_vlm_turn5_input_image1_ref dtype: string - name: turn2_vlm_turn5_input_image2_ref dtype: string - name: turn2_vlm_turn5_input_image3_ref dtype: string - name: turn2_vlm_turn5_input_image4_ref dtype: string - name: turn2_vlm_turn5_input_image5_ref dtype: string - name: turn2_vlm_turn5_input_image6_ref dtype: string - name: turn2_vlm_turn5_input_image7_ref dtype: string - name: turn2_vlm_turn5_input_image8_ref dtype: string - name: turn2_vlm_turn5_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn5_prompt dtype: string - name: turn2_vlm_turn5_raw_output dtype: string - name: concat_image_bbox_base64 dtype: string splits: - name: train num_bytes: 115906090 num_examples: 183 download_size: 112466893 dataset_size: 115906090
dataset_info: features: - name: concat_image_bbox dtype: image - name: relevant_pages list: int64 - name: evidence_pages list: int64 - name: score dtype: int64 - name: doc_id dtype: string - name: doc_type dtype: string - name: question dtype: string - name: answer dtype: string - name: evidence_sources list: string - name: final_answer dtype: string - name: turn1_colqwen_query dtype: 'null' - name: turn1_colqwen_retrieval_results dtype: 'null' - name: turn1_llm_query_input dtype: 'null' - name: turn1_llm_retrieval_results struct: - name: document_summary dtype: string - name: relevant_pages list: int64 - name: turn1_llm_raw_output dtype: string - name: turn1_memory_out dtype: string - name: turn2_memory_in dtype: string - name: turn2_vlm_prompt_input dtype: string - name: turn2_vlm_raw_output dtype: string - name: turn2_final_answer dtype: string - name: turn2_response_type dtype: string - name: turn2_updated_question dtype: 'null' - name: turn2_notes dtype: 'null' - name: turn2_vlm_turn1_input_image0_ref dtype: string - name: turn2_vlm_turn1_input_image10_ref dtype: string - name: turn2_vlm_turn1_input_image11_ref dtype: string - name: turn2_vlm_turn1_input_image12_ref dtype: string - name: turn2_vlm_turn1_input_image13_ref dtype: string - name: turn2_vlm_turn1_input_image14_ref dtype: string - name: turn2_vlm_turn1_input_image15_ref dtype: string - name: turn2_vlm_turn1_input_image1_ref dtype: string - name: turn2_vlm_turn1_input_image2_ref dtype: string - name: turn2_vlm_turn1_input_image3_ref dtype: string - name: turn2_vlm_turn1_input_image4_ref dtype: string - name: turn2_vlm_turn1_input_image5_ref dtype: string - name: turn2_vlm_turn1_input_image6_ref dtype: string - name: turn2_vlm_turn1_input_image7_ref dtype: string - name: turn2_vlm_turn1_input_image8_ref dtype: string - name: turn2_vlm_turn1_input_image9_ref dtype: string - name: turn2_vlm_turn1_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn1_prompt dtype: string - name: turn2_vlm_turn1_raw_output dtype: string - name: turn2_vlm_turn1_zoom_box list: float64 - name: turn2_vlm_turn1_zoom_page_index dtype: int64 - name: turn2_vlm_turn2_input_image0_ref dtype: string - name: turn2_vlm_turn2_input_image10_ref dtype: string - name: turn2_vlm_turn2_input_image11_ref dtype: string - name: turn2_vlm_turn2_input_image12_ref dtype: string - name: turn2_vlm_turn2_input_image1_ref dtype: string - name: turn2_vlm_turn2_input_image2_ref dtype: string - name: turn2_vlm_turn2_input_image3_ref dtype: string - name: turn2_vlm_turn2_input_image4_ref dtype: string - name: turn2_vlm_turn2_input_image5_ref dtype: string - name: turn2_vlm_turn2_input_image6_ref dtype: string - name: turn2_vlm_turn2_input_image7_ref dtype: string - name: turn2_vlm_turn2_input_image8_ref dtype: string - name: turn2_vlm_turn2_input_image9_ref dtype: string - name: turn2_vlm_turn2_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn2_prompt dtype: string - name: turn2_vlm_turn2_raw_output dtype: string - name: turn2_vlm_turn2_zoom_box list: float64 - name: turn2_vlm_turn2_zoom_page_index dtype: int64 - name: turn2_vlm_turn3_input_image0_ref dtype: string - name: turn2_vlm_turn3_input_image10_ref dtype: string - name: turn2_vlm_turn3_input_image11_ref dtype: string - name: turn2_vlm_turn3_input_image12_ref dtype: string - name: turn2_vlm_turn3_input_image13_ref dtype: string - name: turn2_vlm_turn3_input_image1_ref dtype: string - name: turn2_vlm_turn3_input_image2_ref dtype: string - name: turn2_vlm_turn3_input_image3_ref dtype: string - name: turn2_vlm_turn3_input_image4_ref dtype: string - name: turn2_vlm_turn3_input_image5_ref dtype: string - name: turn2_vlm_turn3_input_image6_ref dtype: string - name: turn2_vlm_turn3_input_image7_ref dtype: string - name: turn2_vlm_turn3_input_image8_ref dtype: string - name: turn2_vlm_turn3_input_image9_ref dtype: string - name: turn2_vlm_turn3_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn3_prompt dtype: string - name: turn2_vlm_turn3_raw_output dtype: string - name: turn2_vlm_turn3_zoom_box list: float64 - name: turn2_vlm_turn3_zoom_page_index dtype: int64 - name: turn2_vlm_turn4_input_image0_ref dtype: string - name: turn2_vlm_turn4_input_image1_ref dtype: string - name: turn2_vlm_turn4_input_image2_ref dtype: string - name: turn2_vlm_turn4_input_image3_ref dtype: string - name: turn2_vlm_turn4_input_image4_ref dtype: string - name: turn2_vlm_turn4_input_image5_ref dtype: string - name: turn2_vlm_turn4_input_image6_ref dtype: string - name: turn2_vlm_turn4_input_image7_ref dtype: string - name: turn2_vlm_turn4_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn4_prompt dtype: string - name: turn2_vlm_turn4_raw_output dtype: string - name: turn2_vlm_turn4_zoom_box list: float64 - name: turn2_vlm_turn4_zoom_page_index dtype: int64 - name: turn2_vlm_turn5_input_image0_ref dtype: string - name: turn2_vlm_turn5_input_image1_ref dtype: string - name: turn2_vlm_turn5_input_image2_ref dtype: string - name: turn2_vlm_turn5_input_image3_ref dtype: string - name: turn2_vlm_turn5_input_image4_ref dtype: string - name: turn2_vlm_turn5_input_image5_ref dtype: string - name: turn2_vlm_turn5_input_image6_ref dtype: string - name: turn2_vlm_turn5_input_image7_ref dtype: string - name: turn2_vlm_turn5_input_image8_ref dtype: string - name: turn2_vlm_turn5_input_messages list: - name: content list: - name: ref dtype: string - name: text dtype: string - name: type dtype: string - name: role dtype: string - name: turn2_vlm_turn5_prompt dtype: string - name: turn2_vlm_turn5_raw_output dtype: string - name: concat_image_bbox_base64 dtype: string splits: - name: train num_bytes: 115484172 num_examples: 163 download_size: 112380038 dataset_size: 115484172 configs: - config_name: default data_files: - split: train path: data/train-*
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