# mmau - domain: multimodal - n_tasks: 1000 - n_runnable: 0 ## Tasks | task | difficulty | language | runnable | harnesses tried | |---|---|---|---|---| | [00127c2e-75eb-40ce-8c0c-1b886c6d5316](https://harnessreport.com/tasks/mmau/00127c2e-75eb-40ce-8c0c-1b886c6d5316.md) | medium | | | 0 | | [002ebba8-7aa4-445b-aab3-ed17e592cd30](https://harnessreport.com/tasks/mmau/002ebba8-7aa4-445b-aab3-ed17e592cd30.md) | medium | | | 0 | | [004fd9c5-1f2b-4c16-939b-4c75e39c84ba](https://harnessreport.com/tasks/mmau/004fd9c5-1f2b-4c16-939b-4c75e39c84ba.md) | hard | | | 0 | | [00b97c42-e000-4889-84aa-7f0074233471](https://harnessreport.com/tasks/mmau/00b97c42-e000-4889-84aa-7f0074233471.md) | medium | | | 0 | | [014593c4-11b7-4d6b-9f8c-b14fccbceb42](https://harnessreport.com/tasks/mmau/014593c4-11b7-4d6b-9f8c-b14fccbceb42.md) | medium | | | 0 | | [01fb92c4-7c7a-4005-8c1a-91e8a76d6f51](https://harnessreport.com/tasks/mmau/01fb92c4-7c7a-4005-8c1a-91e8a76d6f51.md) | easy | | | 0 | | [0233567b-99c2-490c-b703-133592a711a4](https://harnessreport.com/tasks/mmau/0233567b-99c2-490c-b703-133592a711a4.md) | medium | | | 0 | | [02c55853-97af-4a0c-bcce-59712b9931c0](https://harnessreport.com/tasks/mmau/02c55853-97af-4a0c-bcce-59712b9931c0.md) | medium | | | 0 | | [02c79929-d644-4999-b514-a9be9c005465](https://harnessreport.com/tasks/mmau/02c79929-d644-4999-b514-a9be9c005465.md) | easy | | | 0 | | [02f57e88-2b85-413e-96a9-c6c233015bf6](https://harnessreport.com/tasks/mmau/02f57e88-2b85-413e-96a9-c6c233015bf6.md) | hard | | | 0 | | [030e7f42-24e7-4bc2-ae58-64b014ceeef2](https://harnessreport.com/tasks/mmau/030e7f42-24e7-4bc2-ae58-64b014ceeef2.md) | hard | | | 0 | | [031cdb50-fec3-4b16-8c26-e1d434aa5666](https://harnessreport.com/tasks/mmau/031cdb50-fec3-4b16-8c26-e1d434aa5666.md) | easy | | | 0 | | [044ce0dd-4c86-4560-8801-55ceb8cebd8a](https://harnessreport.com/tasks/mmau/044ce0dd-4c86-4560-8801-55ceb8cebd8a.md) | medium | | | 0 | | [04dcb6a3-26cf-4c18-891a-98b7e4f934b8](https://harnessreport.com/tasks/mmau/04dcb6a3-26cf-4c18-891a-98b7e4f934b8.md) | easy | | | 0 | | [04e0a1bc-59f1-497b-86fd-7d7ba5b311fa](https://harnessreport.com/tasks/mmau/04e0a1bc-59f1-497b-86fd-7d7ba5b311fa.md) | medium | | | 0 | | [04f3811d-80cb-419b-9a9f-c6fc1dca1d31](https://harnessreport.com/tasks/mmau/04f3811d-80cb-419b-9a9f-c6fc1dca1d31.md) | easy | | | 0 | | [04fef74e-4e4e-4917-aeef-3a04ce10495d](https://harnessreport.com/tasks/mmau/04fef74e-4e4e-4917-aeef-3a04ce10495d.md) | easy | | | 0 | | [05eb32f6-5ad4-4abc-9a9a-0a252329e4ba](https://harnessreport.com/tasks/mmau/05eb32f6-5ad4-4abc-9a9a-0a252329e4ba.md) | easy | | | 0 | | [06483ca8-fc50-4c30-a6e9-5d94b59245c7](https://harnessreport.com/tasks/mmau/06483ca8-fc50-4c30-a6e9-5d94b59245c7.md) | medium | | | 0 | | [069955cf-aec4-4deb-adcd-3d13e4cb3153](https://harnessreport.com/tasks/mmau/069955cf-aec4-4deb-adcd-3d13e4cb3153.md) | medium | | | 0 | | [06f95aee-528e-4665-b718-ae876cc11b7c](https://harnessreport.com/tasks/mmau/06f95aee-528e-4665-b718-ae876cc11b7c.md) | medium | | | 0 | | [08267cd7-ef33-4aae-9351-047b6cbeaa0c](https://harnessreport.com/tasks/mmau/08267cd7-ef33-4aae-9351-047b6cbeaa0c.md) | easy | | | 0 | | [0866c7a0-3361-4538-98d0-fec5c8aedd01](https://harnessreport.com/tasks/mmau/0866c7a0-3361-4538-98d0-fec5c8aedd01.md) | medium | | | 0 | | [08dfeb6c-fc3a-4826-b847-1f5098daef70](https://harnessreport.com/tasks/mmau/08dfeb6c-fc3a-4826-b847-1f5098daef70.md) | easy | | | 0 | | [08f50803-118f-4af6-a755-116ce5e37151](https://harnessreport.com/tasks/mmau/08f50803-118f-4af6-a755-116ce5e37151.md) | easy | | | 0 | | [091aefd5-f784-4472-8257-e24b6d19e32b](https://harnessreport.com/tasks/mmau/091aefd5-f784-4472-8257-e24b6d19e32b.md) | hard | | | 0 | | [091db5d0-10a4-4650-8c48-c7cbc0c71e96](https://harnessreport.com/tasks/mmau/091db5d0-10a4-4650-8c48-c7cbc0c71e96.md) | medium | | | 0 | | [09228ed9-0007-4042-9f85-9802fd212cc6](https://harnessreport.com/tasks/mmau/09228ed9-0007-4042-9f85-9802fd212cc6.md) | easy | | | 0 | | [09247cc2-fb6a-43e0-ab58-e0c3f80a789b](https://harnessreport.com/tasks/mmau/09247cc2-fb6a-43e0-ab58-e0c3f80a789b.md) | easy | | | 0 | | [0935573e-1dc7-4343-8f86-c6a5ec4731df](https://harnessreport.com/tasks/mmau/0935573e-1dc7-4343-8f86-c6a5ec4731df.md) | medium | | | 0 | | [094092a6-ae74-4d35-84c3-aeade18bf525](https://harnessreport.com/tasks/mmau/094092a6-ae74-4d35-84c3-aeade18bf525.md) | medium | | | 0 | | [0992e07a-90d2-4869-a960-3f5541790b9c](https://harnessreport.com/tasks/mmau/0992e07a-90d2-4869-a960-3f5541790b9c.md) | medium | | | 0 | | [09c7e96d-956d-4faa-ac6b-3f73f98d628f](https://harnessreport.com/tasks/mmau/09c7e96d-956d-4faa-ac6b-3f73f98d628f.md) | medium | | | 0 | | [0ac9584e-aab2-4731-b5bd-f1d730d67ce3](https://harnessreport.com/tasks/mmau/0ac9584e-aab2-4731-b5bd-f1d730d67ce3.md) | medium | | | 0 | | [0b7642ec-10ff-4a3e-80d2-0adfc257ab5e](https://harnessreport.com/tasks/mmau/0b7642ec-10ff-4a3e-80d2-0adfc257ab5e.md) | medium | | | 0 | | [0b92957c-f842-4235-a0e3-3f99c6dbad47](https://harnessreport.com/tasks/mmau/0b92957c-f842-4235-a0e3-3f99c6dbad47.md) | medium | | | 0 | | [0bbc588e-8c88-4b0e-8b27-2dfa208acc02](https://harnessreport.com/tasks/mmau/0bbc588e-8c88-4b0e-8b27-2dfa208acc02.md) | medium | | | 0 | | [0be58acd-2201-4d00-8357-0b0c1ab3b335](https://harnessreport.com/tasks/mmau/0be58acd-2201-4d00-8357-0b0c1ab3b335.md) | hard | | | 0 | | [0c435677-a6a3-49df-b0d4-fda70cda8765](https://harnessreport.com/tasks/mmau/0c435677-a6a3-49df-b0d4-fda70cda8765.md) | medium | | | 0 | | [0d31dcbc-319e-409a-81f6-a56347c1dd45](https://harnessreport.com/tasks/mmau/0d31dcbc-319e-409a-81f6-a56347c1dd45.md) | hard | | | 0 | | [0d46136b-5249-4ca9-a761-705686ec60b9](https://harnessreport.com/tasks/mmau/0d46136b-5249-4ca9-a761-705686ec60b9.md) | easy | | | 0 | | [0d68dd1e-9cf7-45cc-a348-9b45c2b9370d](https://harnessreport.com/tasks/mmau/0d68dd1e-9cf7-45cc-a348-9b45c2b9370d.md) | medium | | | 0 | | [0db7f6b3-ef61-44ce-8990-bd6c9c31a094](https://harnessreport.com/tasks/mmau/0db7f6b3-ef61-44ce-8990-bd6c9c31a094.md) | hard | | | 0 | | [0db9ce05-5204-483b-9318-b0e7735ddb78](https://harnessreport.com/tasks/mmau/0db9ce05-5204-483b-9318-b0e7735ddb78.md) | medium | | | 0 | | [0de9f80e-8070-4ede-845b-b41bfc9bdbf7](https://harnessreport.com/tasks/mmau/0de9f80e-8070-4ede-845b-b41bfc9bdbf7.md) | easy | | | 0 | | [0e560911-bb39-4af1-988e-b00d1ddfa90b](https://harnessreport.com/tasks/mmau/0e560911-bb39-4af1-988e-b00d1ddfa90b.md) | medium | | | 0 | | [0e8076e8-d641-4a66-b127-567be42b118f](https://harnessreport.com/tasks/mmau/0e8076e8-d641-4a66-b127-567be42b118f.md) | medium | | | 0 | | [0ea9b39c-178b-4704-886f-f745b6fa2f8c](https://harnessreport.com/tasks/mmau/0ea9b39c-178b-4704-886f-f745b6fa2f8c.md) | medium | | | 0 | | [0ed9d7c8-3b63-4861-af81-925d4176c059](https://harnessreport.com/tasks/mmau/0ed9d7c8-3b63-4861-af81-925d4176c059.md) | hard | | | 0 | | [0f5bcfc8-06ff-4006-b281-e362a23a409e](https://harnessreport.com/tasks/mmau/0f5bcfc8-06ff-4006-b281-e362a23a409e.md) | hard | | | 0 | | [0f76a1b5-9ecf-4936-a938-33c53ca8e55b](https://harnessreport.com/tasks/mmau/0f76a1b5-9ecf-4936-a938-33c53ca8e55b.md) | easy | | | 0 | | [0f7daed8-802a-499f-8336-8345b206fe2e](https://harnessreport.com/tasks/mmau/0f7daed8-802a-499f-8336-8345b206fe2e.md) | medium | | | 0 | | [0fbc3dde-70c0-4352-a4ff-66551d9f2a43](https://harnessreport.com/tasks/mmau/0fbc3dde-70c0-4352-a4ff-66551d9f2a43.md) | medium | | | 0 | | [0fd09e62-c696-4a02-bdbf-3c29b3b2df23](https://harnessreport.com/tasks/mmau/0fd09e62-c696-4a02-bdbf-3c29b3b2df23.md) | medium | | | 0 | | [100bcc54-c059-427a-8d70-643fe9ee99e6](https://harnessreport.com/tasks/mmau/100bcc54-c059-427a-8d70-643fe9ee99e6.md) | hard | | | 0 | | [102a8bb2-3ad8-4584-8c54-d6ea69480af9](https://harnessreport.com/tasks/mmau/102a8bb2-3ad8-4584-8c54-d6ea69480af9.md) | medium | | | 0 | | [103a6aa6-4378-42a9-98f2-1da4a9e27b6e](https://harnessreport.com/tasks/mmau/103a6aa6-4378-42a9-98f2-1da4a9e27b6e.md) | easy | | | 0 | | [104b3239-85cd-4c54-9353-93e74b4ed07e](https://harnessreport.com/tasks/mmau/104b3239-85cd-4c54-9353-93e74b4ed07e.md) | medium | | | 0 | | [104ee35f-12fe-4a06-a18d-87fb7384788c](https://harnessreport.com/tasks/mmau/104ee35f-12fe-4a06-a18d-87fb7384788c.md) | medium | | | 0 | | [107510b7-f372-4cf7-abb4-0a042b7d7db8](https://harnessreport.com/tasks/mmau/107510b7-f372-4cf7-abb4-0a042b7d7db8.md) | medium | | | 0 | | [107d1b67-4743-4905-adaf-24e23de3cb16](https://harnessreport.com/tasks/mmau/107d1b67-4743-4905-adaf-24e23de3cb16.md) | medium | | | 0 | | [10aa3be4-8a6f-42af-bff0-850a4c1fee43](https://harnessreport.com/tasks/mmau/10aa3be4-8a6f-42af-bff0-850a4c1fee43.md) | medium | | | 0 | | [11257527-ac2b-4088-8a5d-83e5b4857f0b](https://harnessreport.com/tasks/mmau/11257527-ac2b-4088-8a5d-83e5b4857f0b.md) | medium | | | 0 | | [1150a86d-90e3-4c9c-b073-d42a5ea0d5cd](https://harnessreport.com/tasks/mmau/1150a86d-90e3-4c9c-b073-d42a5ea0d5cd.md) | easy | | | 0 | | [11ec294d-ca0d-4e6b-9c67-8250c87057c4](https://harnessreport.com/tasks/mmau/11ec294d-ca0d-4e6b-9c67-8250c87057c4.md) | easy | | | 0 | | [12929ce3-57d4-4f29-a2de-aa6121927aa3](https://harnessreport.com/tasks/mmau/12929ce3-57d4-4f29-a2de-aa6121927aa3.md) | medium | | | 0 | | [129ad635-80b3-4ed4-8b37-b163fa8f3a22](https://harnessreport.com/tasks/mmau/129ad635-80b3-4ed4-8b37-b163fa8f3a22.md) | medium | | | 0 | | [12ac8911-0751-4ce3-a1d4-9f9879fe3cff](https://harnessreport.com/tasks/mmau/12ac8911-0751-4ce3-a1d4-9f9879fe3cff.md) | hard | | | 0 | | [12b245bb-65b5-4ffc-8743-3e8c4481bfb5](https://harnessreport.com/tasks/mmau/12b245bb-65b5-4ffc-8743-3e8c4481bfb5.md) | easy | | | 0 | | [12ea6970-e532-4549-80c7-353c7ae6ce8b](https://harnessreport.com/tasks/mmau/12ea6970-e532-4549-80c7-353c7ae6ce8b.md) | hard | | | 0 | | [1331b00c-a636-4819-a315-282794d4a492](https://harnessreport.com/tasks/mmau/1331b00c-a636-4819-a315-282794d4a492.md) | medium | | | 0 | | [13324cc9-25e3-40d2-b8bf-4be56945156a](https://harnessreport.com/tasks/mmau/13324cc9-25e3-40d2-b8bf-4be56945156a.md) | easy | | | 0 | | [133fa99a-4ea4-48a7-bb62-97c5421617a0](https://harnessreport.com/tasks/mmau/133fa99a-4ea4-48a7-bb62-97c5421617a0.md) | medium | | | 0 | | [13a1d562-8f37-4991-9459-d30f6c12009f](https://harnessreport.com/tasks/mmau/13a1d562-8f37-4991-9459-d30f6c12009f.md) | medium | | | 0 | | [13a91547-3f4f-4fbe-be3e-c3abf00d7c56](https://harnessreport.com/tasks/mmau/13a91547-3f4f-4fbe-be3e-c3abf00d7c56.md) | medium | | | 0 | | [13adbaa8-9500-47cd-b397-1409d21cc8db](https://harnessreport.com/tasks/mmau/13adbaa8-9500-47cd-b397-1409d21cc8db.md) | medium | | | 0 | | 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[3151a7b8-a97d-4f3b-b7f2-a3bcc3d2a250](https://harnessreport.com/tasks/mmau/3151a7b8-a97d-4f3b-b7f2-a3bcc3d2a250.md) | medium | | | 0 | | [31564584-4c55-4f17-b013-62afc898c135](https://harnessreport.com/tasks/mmau/31564584-4c55-4f17-b013-62afc898c135.md) | medium | | | 0 | | [3169f037-a4b1-4b96-b0a0-94b26af56af7](https://harnessreport.com/tasks/mmau/3169f037-a4b1-4b96-b0a0-94b26af56af7.md) | easy | | | 0 | | [33219dcc-7455-460a-9b2c-aa03aecd2bf0](https://harnessreport.com/tasks/mmau/33219dcc-7455-460a-9b2c-aa03aecd2bf0.md) | medium | | | 0 | | [33c7e8e9-5ccb-402d-9d6a-abea75cbd782](https://harnessreport.com/tasks/mmau/33c7e8e9-5ccb-402d-9d6a-abea75cbd782.md) | hard | | | 0 | More: https://harnessreport.com/tasks/mmau.md?after=33c7e8e9-5ccb-402d-9d6a-abea75cbd782 --- Harness Report runs agent harnesses from their GitHub repos on Harbor tasks and records every model call. Every page is also `.md` and `.json`; index: https://harnessreport.com/llms.txt · MCP: https://harnessreport.com/mcp