LiveWeb-IE: A Benchmark For Online Web Information Extraction
Paper • 2603.13773 • Published
family stringclasses 1
value | id stringlengths 31 31 | input stringlengths 17 152 | language stringclasses 1
value | source_suite stringclasses 1
value | task stringlengths 1.09k 39.7k |
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structured-field-extraction | liveweb-ie-5414a8386a6ccfd2aa55 | https://arxiv.org/abs/2401.14576 | und | liveweb-ie | {"assets": [], "domain": "arxiv", "id": "liveweb-ie-5414a8386a6ccfd2aa55", "input": "dataset/html/liveweb-ie-5414a8386a6ccfd2aa55.html", "input_sha256": "29565ff66a11f125b139ee5689ca17b2aaada480827d8367df15a4b4d45a5e2a", "original_reference": {"author": ["Steven W. D. Chien", "Kento Sato", "Artur Podobas", "Niclas Jans... |
structured-field-extraction | liveweb-ie-c0e0f78c9078a5c9df63 | https://books.toscrape.com/catalogue/the-star-touched-queen_642/index.html | und | liveweb-ie | {"assets": [], "domain": "booktoscrape", "id": "liveweb-ie-c0e0f78c9078a5c9df63", "input": "dataset/html/liveweb-ie-c0e0f78c9078a5c9df63.html", "input_sha256": "960b6c191478f357f799861f6bb3a65957acef79f7eb084f27965373ae58122a", "original_reference": {"price": ["£32.30"], "stock_status": ["In stock (12 available)"]}, "q... |
structured-field-extraction | liveweb-ie-37c753c3b97971915c93 | https://www.fueleconomy.gov/feg/Find.do?action=sbs&id=47314 | und | liveweb-ie | {"assets": [], "domain": "fueleconomy", "id": "liveweb-ie-37c753c3b97971915c93", "input": "dataset/html/liveweb-ie-37c753c3b97971915c93.html", "input_sha256": "6f1a9dff0e022391e35aaeb405e402597182f03cafd771f39a1bcadb60911883", "original_reference": {"tank_size": ["17.6 gallons"], "vehicle": ["2024 Porsche 911 Targa 4 G... |
structured-field-extraction | liveweb-ie-f5397d291968f0ddecd7 | https://huggingface.co/papers/2408.10198 | und | liveweb-ie | {"assets": [], "domain": "huggingface", "id": "liveweb-ie-f5397d291968f0ddecd7", "input": "dataset/html/liveweb-ie-f5397d291968f0ddecd7.html", "input_sha256": "5796042518838e19779b3f421ba042dad8fcbc9baa4ff4462e5e9eb2c1d484ee", "original_reference": {"author": ["Minghua Liu", "Chong Zeng", "Xinyue Wei", "Ruoxi Shi", "Li... |
structured-field-extraction | liveweb-ie-5d20334c3776448c4fd7 | https://iclr.cc/virtual/2025/poster/29556 | und | liveweb-ie | {"assets": [], "domain": "iclr", "id": "liveweb-ie-5d20334c3776448c4fd7", "input": "dataset/html/liveweb-ie-5d20334c3776448c4fd7.html", "input_sha256": "69ea4452d884202afca5246441dced2f67067ce34add555473857b8ae0d50c83", "original_reference": {"title": ["Efficient Model Editing with Task-Localized Sparse Fine-tuning"]},... |
structured-field-extraction | liveweb-ie-2a1f28ff3cb3808cd569 | https://icml.cc/virtual/2025/poster/43537 | und | liveweb-ie | {"assets": [], "domain": "icml", "id": "liveweb-ie-2a1f28ff3cb3808cd569", "input": "dataset/html/liveweb-ie-2a1f28ff3cb3808cd569.html", "input_sha256": "328de9ddd2d4099bce44fbb4fed539d6bed3a9ca4bc1b11bc84b6c9cf4db49a1", "original_reference": {"title": ["Robust Autonomy Emerges from Self-Play"]}, "qualification": {"inpu... |
structured-field-extraction | liveweb-ie-7953cdb47e01fdb66270 | https://marinespecies.org/photogallery.php?album=2509&pic=48564 | und | liveweb-ie | {"assets": [], "domain": "marinespecies", "id": "liveweb-ie-7953cdb47e01fdb66270", "input": "dataset/html/liveweb-ie-7953cdb47e01fdb66270.html", "input_sha256": "8d1d5dd9ed1ec59d150f007a10eb7272317fb51c21e5a0b7db502db8aa290a5a", "original_reference": {"author": ["Pillon, Roberto"], "species": ["Echiura (spoon worms)"]}... |
structured-field-extraction | liveweb-ie-192a1e01750a1c1c68cf | https://neurips.cc/virtual/2024/poster/94715 | und | liveweb-ie | {"assets": [], "domain": "neurips", "id": "liveweb-ie-192a1e01750a1c1c68cf", "input": "dataset/html/liveweb-ie-192a1e01750a1c1c68cf.html", "input_sha256": "cc7e9c4b9e0fa45263b5074fafb290c3964a930deba0a3a48e6c63ea73d10585", "original_reference": {"title": ["AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Kno... |
structured-field-extraction | liveweb-ie-d4ab33cd4fcb68df1a73 | http://quotes.toscrape.com/author/Terry-Pratchett | und | liveweb-ie | {"assets": [], "domain": "quotestoscrape", "id": "liveweb-ie-d4ab33cd4fcb68df1a73", "input": "dataset/html/liveweb-ie-d4ab33cd4fcb68df1a73.html", "input_sha256": "9320d30a44f4b90c57e9eda42ec3761d8efb2833cf1a57e35004a765cceeb2e3", "original_reference": {"birth": ["April 28, 1948"]}, "qualification": {"input_sha256": "93... |
structured-field-extraction | liveweb-ie-42fd5a5c4e0bc13ae558 | https://sandbox.oxylabs.io/products/272 | und | liveweb-ie | {"assets": [], "domain": "sandboxoxlabio", "id": "liveweb-ie-42fd5a5c4e0bc13ae558", "input": "dataset/html/liveweb-ie-42fd5a5c4e0bc13ae558.html", "input_sha256": "2badee4aace2ed12d0bd021032fc1cef918fdbf17c844d12d0b8e081d795559f", "original_reference": {"platform": ["pc"], "title": ["IL-2 Sturmovik: Forgotten Battles"]}... |
structured-field-extraction | liveweb-ie-0206a4d5ba751046f8c1 | https://www.scrapethissite.com/pages/simple/ | und | liveweb-ie | {"assets": [], "domain": "scrapethissite", "id": "liveweb-ie-0206a4d5ba751046f8c1", "input": "dataset/html/liveweb-ie-0206a4d5ba751046f8c1.html", "input_sha256": "3482c4dbe722e85a54da24c016b49cc2a19a550382097bfc96cb60a89a02e80e", "original_reference": {"area": ["468.0", "82880.0", "647500.0", "443.0", "102.0", "28748.0... |
structured-field-extraction | liveweb-ie-c994fba51c680d03dba2 | https://www.thecocktaildb.com/drink/17248-french-negroni | und | liveweb-ie | {"assets": [], "domain": "thecocktaildb", "id": "liveweb-ie-c994fba51c680d03dba2", "input": "dataset/html/liveweb-ie-c994fba51c680d03dba2.html", "input_sha256": "27450a304f605eb90deb2ffe5be2573566b7fefe75c4fe76e04994897708f278", "original_reference": {"ingredient": ["1 oz Gin", "1 oz Lillet", "1 oz Sweet Vermouth", "1 ... |
structured-field-extraction | liveweb-ie-41641dc8441657e6eb32 | https://www.themealdb.com/meal/52976-cashew-ghoriba-biscuits-recipe | und | liveweb-ie | {"assets": [], "domain": "themealdb", "id": "liveweb-ie-41641dc8441657e6eb32", "input": "dataset/html/liveweb-ie-41641dc8441657e6eb32.html", "input_sha256": "7faa61857e80af5fa8c21a7664910f26720d45e9f0eae9130d05c0711abbcee1", "original_reference": {"meal": ["Cashew Ghoriba Biscuits"]}, "qualification": {"input_sha256": ... |
structured-field-extraction | liveweb-ie-158a30f60f6e9437a76f | https://www.thesportsdb.com/season/4370-formula-1/2020 | und | liveweb-ie | {"assets": [], "domain": "thesportsdb", "id": "liveweb-ie-158a30f60f6e9437a76f", "input": "dataset/html/liveweb-ie-158a30f60f6e9437a76f.html", "input_sha256": "f64da390db30bf2e87a1fb50a9e3a62ce5b12ff29b89b55660ac5b707aeaa7c7", "original_reference": {"season_badge": ["https://r2.thesportsdb.com/images/media/league/badge... |
structured-field-extraction | liveweb-ie-b6b9aef31c6a3ff649a3 | https://arxiv.org/list/cs.GR/2024-01 | und | liveweb-ie | {"assets": [], "domain": "arxiv", "id": "liveweb-ie-b6b9aef31c6a3ff649a3", "input": "dataset/html/liveweb-ie-b6b9aef31c6a3ff649a3.html", "input_sha256": "9f23e9525c27e0f6802b4d635cdb475e000cc6612a6570abcb968b16491664e7", "original_reference": {"pdf_link": ["/pdf/2401.00924", "/pdf/2401.01702", "/pdf/2401.01831", "/pdf/... |
structured-field-extraction | liveweb-ie-5cf56401fddde1335dd0 | https://books.toscrape.com/catalogue/category/books/nonfiction_13/index.html | und | liveweb-ie | {"assets": [], "domain": "booktoscrape", "id": "liveweb-ie-5cf56401fddde1335dd0", "input": "dataset/html/liveweb-ie-5cf56401fddde1335dd0.html", "input_sha256": "be69d3a5293343cf9c27062b7819af219233cfe02e98ac0d36eb3a739d94c0d2", "original_reference": {"category": ["Nonfiction"]}, "qualification": {"input_sha256": "be69d... |
structured-field-extraction | liveweb-ie-3193a683f06617dde12c | https://www.fueleconomy.gov/feg/PowerSearch.do?action=noform&path=1&year1=2024&year2=2024&make=MINI&baseModel=Cooper&srchtyp=ymm&pageno=1&rowLimit=50 | und | liveweb-ie | {"assets": [], "domain": "fueleconomy", "id": "liveweb-ie-3193a683f06617dde12c", "input": "dataset/html/liveweb-ie-3193a683f06617dde12c.html", "input_sha256": "6d611f7f17a9c7f04b58664e52c4eda7e2ab8f34857697a8a39ef545e95aa10c", "original_reference": {"driver_mpg": ["134.8", "NA", "NA", "NA", "NA", "NA", "NA", "NA", "NA"... |
structured-field-extraction | liveweb-ie-91654157f2deea805da7 | https://huggingface.co/papers/date/2024-08-07 | und | liveweb-ie | {"assets": [], "domain": "huggingface", "id": "liveweb-ie-91654157f2deea805da7", "input": "dataset/html/liveweb-ie-91654157f2deea805da7.html", "input_sha256": "1e6617497bae6220fc6942a0e70148d699fe84555a0efbb18f585a7050e01eff", "original_reference": {"author_count": ["4", "12", "10", "4", "11", "6", "8", "5", "13", "7",... |
structured-field-extraction | liveweb-ie-cc489750aa08f7fab99f | https://iclr.cc/virtual/2025/papers.html?filter=title&search=llm+agent | und | liveweb-ie | {"assets": [], "domain": "iclr", "id": "liveweb-ie-cc489750aa08f7fab99f", "input": "dataset/html/liveweb-ie-cc489750aa08f7fab99f.html", "input_sha256": "8d6f2fd792b3d36071c9fb761201b666eed15f2e5f3e9de5b8cba193f0ab5c0e", "original_reference": {"title": ["Empowering LLM Agents with Zero-Shot Optimal Decision-Making throu... |
structured-field-extraction | liveweb-ie-f9d174cfbedaba003c21 | https://icml.cc/virtual/2025/papers.html?filter=title&search=score | und | liveweb-ie | {"assets": [], "domain": "icml", "id": "liveweb-ie-f9d174cfbedaba003c21", "input": "dataset/html/liveweb-ie-f9d174cfbedaba003c21.html", "input_sha256": "ebb64bec00992c0732a6e78ad7ccb0e8b28a83201e142a28ed18da8dece44e99", "original_reference": {"title": ["Rethinking Score Distilling Sampling for 3D Editing and Generation... |
structured-field-extraction | liveweb-ie-bdc674e021708c07ea88 | https://marinespecies.org/photogallery.php?album=689 | und | liveweb-ie | {"assets": [], "domain": "marinespecies", "id": "liveweb-ie-bdc674e021708c07ea88", "input": "dataset/html/liveweb-ie-bdc674e021708c07ea88.html", "input_sha256": "0e07d9e79b6c33af93e14c96f1d719704dc57bced5d79756ce0949fba57d2180", "original_reference": {"species": ["Parasagitta elegans (Verrill, 1873)", "Gilis (1942, fig... |
structured-field-extraction | liveweb-ie-0c4177ebc5ca4ea71b2b | https://neurips.cc/virtual/2024/papers.html?filter=title&search=expert | und | liveweb-ie | {"assets": [], "domain": "neurips", "id": "liveweb-ie-0c4177ebc5ca4ea71b2b", "input": "dataset/html/liveweb-ie-0c4177ebc5ca4ea71b2b.html", "input_sha256": "f3c06d149d707196d65b4fe4d59ea4b174c0c83f161b60240ce4c83657fbd53a", "original_reference": {"title": ["Unlocking the Potential of Global Human Expertise", "Mixture of... |
structured-field-extraction | liveweb-ie-7e06fd1bf37883fd068b | http://quotes.toscrape.com/tag/friends/ | und | liveweb-ie | {"assets": [], "domain": "quotestoscrape", "id": "liveweb-ie-7e06fd1bf37883fd068b", "input": "dataset/html/liveweb-ie-7e06fd1bf37883fd068b.html", "input_sha256": "053ad641239f362ba543514a296b2b99229230288738263502b26a0938ee3271", "original_reference": {"tag_link": ["/tag/friends/page/1/"]}, "qualification": {"input_sha... |
structured-field-extraction | liveweb-ie-6e7a48b409f2b7047b64 | https://sandbox.oxylabs.io/products/category/nintendo/ds | und | liveweb-ie | {"assets": [], "domain": "sandboxoxlabio", "id": "liveweb-ie-6e7a48b409f2b7047b64", "input": "dataset/html/liveweb-ie-6e7a48b409f2b7047b64.html", "input_sha256": "4f2c0d3cd81fd19b37937d2b9b8c91df2cbaaab199ba906ffc9533bcc28c2858", "original_reference": {"platform": ["ds"]}, "qualification": {"input_sha256": "4f2c0d3cd81... |
structured-field-extraction | liveweb-ie-d871323a0aa8a4988cac | https://www.scrapethissite.com/pages/forms/?page_num=20 | und | liveweb-ie | {"assets": [], "domain": "scrapethissite", "id": "liveweb-ie-d871323a0aa8a4988cac", "input": "dataset/html/liveweb-ie-d871323a0aa8a4988cac.html", "input_sha256": "d2f872c44cbcdc9a2ee7a82f0dcada1e09c5754547c38c78da91c232ddcd1f22", "original_reference": {"wins": ["34", "40", "41", "40", "51", "26", "43", "36", "44", "36"... |
structured-field-extraction | liveweb-ie-20ee07e4aff104f3d299 | https://www.thecocktaildb.com/browse/letter/w | und | liveweb-ie | {"assets": [], "domain": "thecocktaildb", "id": "liveweb-ie-20ee07e4aff104f3d299", "input": "dataset/html/liveweb-ie-20ee07e4aff104f3d299.html", "input_sha256": "2a23d9688f213cc18f6879e5f26dafe01f5a6b325a2bcc11b355d3e2139c6cf2", "original_reference": {"cocktail": ["Waikiki Beachcomber", "Whiskey Sour", "Whisky Mac", "W... |
structured-field-extraction | liveweb-ie-aafad8fb30b1eda02157 | https://www.themealdb.com/browse/letter/k | und | liveweb-ie | {"assets": [], "domain": "themealdb", "id": "liveweb-ie-aafad8fb30b1eda02157", "input": "dataset/html/liveweb-ie-aafad8fb30b1eda02157.html", "input_sha256": "8c6f59e48c2e513d4012c180b3c2a62171e3ca3bab05025c4bc184e1750396aa", "original_reference": {"meal_link": ["/meal/52769-kapsalon-recipe", "/meal/52813-kentucky-fried... |
structured-field-extraction | liveweb-ie-08a6c10bb32450446af6 | https://www.thesportsdb.com/event/1543910-tunisia-vs-france | und | liveweb-ie | {"assets": [], "domain": "thesportsdb", "id": "liveweb-ie-08a6c10bb32450446af6", "input": "dataset/html/liveweb-ie-08a6c10bb32450446af6.html", "input_sha256": "f63af8715eee073212a4921a3be449c060a0ac904cabac327b070fe69951ac34", "original_reference": {"event_link": ["/event/1543910-tunisia-vs-france"], "fanart": ["/image... |
structured-field-extraction | liveweb-ie-f7a436a39e7146ed448c | https://arxiv.org | und | liveweb-ie | {"assets": [], "domain": "arxiv", "id": "liveweb-ie-f7a436a39e7146ed448c", "input": "dataset/html/liveweb-ie-f7a436a39e7146ed448c.html", "input_sha256": "4d846ef3a843d9c8ea6a3fe4540f43b058de193e080425ae29b5f9b4a4d5baea", "original_reference": {"subject": ["Physics", "Mathematics", "Computer Science", "Quantitative Biol... |
structured-field-extraction | liveweb-ie-c8b94c975cee8d512b34 | https://books.toscrape.com/catalogue/page-14.html | und | liveweb-ie | {"assets": [], "domain": "booktoscrape", "id": "liveweb-ie-c8b94c975cee8d512b34", "input": "dataset/html/liveweb-ie-c8b94c975cee8d512b34.html", "input_sha256": "8974e620a0d0f745cab16d0130e07cb15aa692c81e05f33b3c25f396447b9a3f", "original_reference": {"stock_status": ["In stock", "In stock", "In stock", "In stock", "In ... |
structured-field-extraction | liveweb-ie-56b2ca60a14fee342f5c | https://www.fueleconomy.gov/feg/findacar.shtml | und | liveweb-ie | {"assets": [], "domain": "fueleconomy", "id": "liveweb-ie-56b2ca60a14fee342f5c", "input": "dataset/html/liveweb-ie-56b2ca60a14fee342f5c.html", "input_sha256": "230badb630063834750888ca2fb73ea1896f61df4cda4aa98a73a1863677a369", "original_reference": {"vehicle_type": ["Small Cars", "Sedans", "Hatchbacks", "Coupes", "Spor... |
structured-field-extraction | liveweb-ie-de05f5fc4b3b08b51bbd | https://huggingface.co/papers/2408.14805 | und | liveweb-ie | {"assets": [], "domain": "huggingface", "id": "liveweb-ie-de05f5fc4b3b08b51bbd", "input": "dataset/html/liveweb-ie-de05f5fc4b3b08b51bbd.html", "input_sha256": "0d1cef54f36b3b3e3e12c12ef85ac63afb280cb2bed7929bae3687cb2d848730", "original_reference": {"model_citation_count": ["0"]}, "qualification": {"input_sha256": "0d1... |
structured-field-extraction | liveweb-ie-c0422174f673d914f87f | https://iclr.cc/virtual/2025/poster/28655 | und | liveweb-ie | {"assets": [], "domain": "iclr", "id": "liveweb-ie-c0422174f673d914f87f", "input": "dataset/html/liveweb-ie-c0422174f673d914f87f.html", "input_sha256": "a2c372f674f48ef8748e8348336474e80c6dd065b4f7a080d34b67af04e05c09", "original_reference": {"title": ["Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to... |
structured-field-extraction | liveweb-ie-5c09c3637a6bea84021d | https://icml.cc/virtual/2025/poster/45762 | und | liveweb-ie | {"assets": [], "domain": "icml", "id": "liveweb-ie-5c09c3637a6bea84021d", "input": "dataset/html/liveweb-ie-5c09c3637a6bea84021d.html", "input_sha256": "dd5f7779c5501106b17af6023617412c7c5c8bebc9430ca5b033da738f0520f0", "original_reference": {"title": ["Reducing Variance of Stochastic Optimization for Approximating Nas... |
structured-field-extraction | liveweb-ie-f59250c6d61cf163d62b | https://marinespecies.org/photogallery.php | und | liveweb-ie | {"assets": [], "domain": "marinespecies", "id": "liveweb-ie-f59250c6d61cf163d62b", "input": "dataset/html/liveweb-ie-f59250c6d61cf163d62b.html", "input_sha256": "36c0292b93b518399994a611cd46d00e70d47474bd1ba9d1682b4cd78c24de27", "original_reference": {"group": ["Acoelomorpha (acoelomorphs)", "Agnatha (jawless fish)", "... |
structured-field-extraction | liveweb-ie-0a04c46443dee7556b2b | https://neurips.cc/virtual/2024/poster/97503 | und | liveweb-ie | {"assets": [], "domain": "neurips", "id": "liveweb-ie-0a04c46443dee7556b2b", "input": "dataset/html/liveweb-ie-0a04c46443dee7556b2b.html", "input_sha256": "8b3daabea1217afd373c1c393beea5b04fcbb10b4e9fdadbca65dec518900699", "original_reference": {"title": ["Towards Heterogeneous Long-tailed Learning: Benchmarking, Metri... |
structured-field-extraction | liveweb-ie-684d2f9c63e98b10bfe4 | http://quotes.toscrape.com/page/4/ | und | liveweb-ie | {"assets": [], "domain": "quotestoscrape", "id": "liveweb-ie-684d2f9c63e98b10bfe4", "input": "dataset/html/liveweb-ie-684d2f9c63e98b10bfe4.html", "input_sha256": "0547da80833b64e02ff0abfe815fe987341f5ea6220079cb0a5c3a10616dec70", "original_reference": {"tag_link": ["/tag/learning/page/1/", "/tag/reading/page/1/", "/tag... |
structured-field-extraction | liveweb-ie-29b489d76795e55dc507 | https://sandbox.oxylabs.io/products?page=87 | und | liveweb-ie | {"assets": [], "domain": "sandboxoxlabio", "id": "liveweb-ie-29b489d76795e55dc507", "input": "dataset/html/liveweb-ie-29b489d76795e55dc507.html", "input_sha256": "d99f6d5f71376dfb680c9048ac4187ef5b17b0b130b1749666d92452aad27875", "original_reference": {"image": ["/assets/driving.svg", "/assets/adventure.svg", "/assets/... |
structured-field-extraction | liveweb-ie-fb2d2fec81d68e45a6a2 | https://www.scrapethissite.com/pages/forms/?page_num=1 | und | liveweb-ie | {"assets": [], "domain": "scrapethissite", "id": "liveweb-ie-fb2d2fec81d68e45a6a2", "input": "dataset/html/liveweb-ie-fb2d2fec81d68e45a6a2.html", "input_sha256": "dcd1585908f163306cd659a7fc86d7fafbd14a6dc78f903e18e1c7680fe5a2c0", "original_reference": {"year": ["1990", "1990", "1990", "1990", "1990", "1990", "1990", "1... |
structured-field-extraction | liveweb-ie-b3e6307efd3ad2c94ded | https://www.thecocktaildb.com/drink/11368-flying-dutchman | und | liveweb-ie | {"assets": [], "domain": "thecocktaildb", "id": "liveweb-ie-b3e6307efd3ad2c94ded", "input": "dataset/html/liveweb-ie-b3e6307efd3ad2c94ded.html", "input_sha256": "bb9ed87728ac1304777ece229d63bce937276ad2a18ed7769ab527512620ca0c", "original_reference": {"cocktail": ["Flying Dutchman"]}, "qualification": {"input_sha256": ... |
structured-field-extraction | liveweb-ie-6bb3cde44ae2f4170174 | https://www.themealdb.com/meal/53086-migas-recipe | und | liveweb-ie | {"assets": [], "domain": "themealdb", "id": "liveweb-ie-6bb3cde44ae2f4170174", "input": "dataset/html/liveweb-ie-6bb3cde44ae2f4170174.html", "input_sha256": "990cadce40374692ed30df8a314cf7ef333eeaf67671841c3e9543c5ade669f4", "original_reference": {"ingredient": ["1 large Bread", "1 1/2 L Olive Oil", "Half Garlic", "1 ... |
structured-field-extraction | liveweb-ie-b558160b75b0373f38ee | https://www.thesportsdb.com/player/34199300-amandine-henry | und | liveweb-ie | {"assets": [], "domain": "thesportsdb", "id": "liveweb-ie-b558160b75b0373f38ee", "input": "dataset/html/liveweb-ie-b558160b75b0373f38ee.html", "input_sha256": "6f48a7e255fbac201837f7c72a70aaf1f11c08a05cc3741b26c7bc3c08f99e91", "original_reference": {"profile_link": ["/player/34199300-amandine-henry"], "thumb_image": ["... |
structured-field-extraction | liveweb-ie-11738e5eac9e179597e1 | https://arxiv.org/abs/2401.03523 | und | liveweb-ie | {"assets": [], "domain": "arxiv", "id": "liveweb-ie-11738e5eac9e179597e1", "input": "dataset/html/liveweb-ie-11738e5eac9e179597e1.html", "input_sha256": "2ebad214ac485ae04cbe059aff0a82a5832738452382a7547c3fe7c17564e29a", "original_reference": {"title": ["Characterizing Physical Memory Fragmentation"]}, "qualification":... |
structured-field-extraction | liveweb-ie-2392f0a746b82a448b7a | https://books.toscrape.com/catalogue/saga-volume-5-saga-collected-editions-5_923/index.html | und | liveweb-ie | {"assets": [], "domain": "booktoscrape", "id": "liveweb-ie-2392f0a746b82a448b7a", "input": "dataset/html/liveweb-ie-2392f0a746b82a448b7a.html", "input_sha256": "dfba72707203ec96122e9e4bcd063cbfda96bc635f5121f2338522d06fc98822", "original_reference": {"title": ["Saga, Volume 5 (Saga (Collected Editions) #5)"]}, "qualifi... |
structured-field-extraction | liveweb-ie-98a1b8d09ecbb40d6aaf | https://www.fueleconomy.gov/feg/Find.do?action=sbs&id=47016 | und | liveweb-ie | {"assets": [], "domain": "fueleconomy", "id": "liveweb-ie-98a1b8d09ecbb40d6aaf", "input": "dataset/html/liveweb-ie-98a1b8d09ecbb40d6aaf.html", "input_sha256": "b265c9756e7cbc2a13a52a7067fb9345eb425e987b49493de5ba5330fa69237e", "original_reference": {"tank_size": ["16.9 gallons"], "vehicle": ["2024 Porsche 911 GT3 Touri... |
structured-field-extraction | liveweb-ie-cd6355a947941c4a1a9d | https://huggingface.co/papers/date/2024-07-11 | und | liveweb-ie | {"assets": [], "domain": "huggingface", "id": "liveweb-ie-cd6355a947941c4a1a9d", "input": "dataset/html/liveweb-ie-cd6355a947941c4a1a9d.html", "input_sha256": "aa932aee7e6352fe3c435d07360e7a6563658553a614c4f3978938f82b33da4f", "original_reference": {"paper_link": ["/papers/2407.07726", "/papers/2407.07304", "/papers/24... |
structured-field-extraction | liveweb-ie-ed89301ca4696702d952 | https://iclr.cc/virtual/2025/papers.html?filter=title&search=document | und | liveweb-ie | {"assets": [], "domain": "iclr", "id": "liveweb-ie-ed89301ca4696702d952", "input": "dataset/html/liveweb-ie-ed89301ca4696702d952.html", "input_sha256": "20b439f1ffeecc1e2efd828b3698d719caf85d851fe5bcbeb9cfba66554485a1", "original_reference": {"title": ["Enhancing Document Understanding with Group Position Embedding: A ... |
structured-field-extraction | liveweb-ie-ad9cf95af9e3fe713a41 | https://icml.cc/virtual/2025/papers.html?filter=title&search=editing | und | liveweb-ie | {"assets": [], "domain": "icml", "id": "liveweb-ie-ad9cf95af9e3fe713a41", "input": "dataset/html/liveweb-ie-ad9cf95af9e3fe713a41.html", "input_sha256": "50f266fe3e3573ef0681f5e13811f26ead959457d9c88bce4c1ebae6d93a2f59", "original_reference": {"title": ["Joint Localization and Activation Editing for Low-Resource Fine-Tu... |
structured-field-extraction | liveweb-ie-0f4a4184f4b62fb58b92 | https://marinespecies.org/photogallery.php?album=2509&pic=113267 | und | liveweb-ie | {"assets": [], "domain": "marinespecies", "id": "liveweb-ie-0f4a4184f4b62fb58b92", "input": "dataset/html/liveweb-ie-0f4a4184f4b62fb58b92.html", "input_sha256": "02acbf366084b736f27824edfd6c028e132c6a1e765459db3bdd532e1776928e", "original_reference": {"photo_title": ["Echiurus echiurus (Pallas, 1766)"], "species_link":... |
structured-field-extraction | liveweb-ie-d4411e5105685b1cdb51 | https://neurips.cc/virtual/2024/papers.html?filter=title&search=vlm | und | liveweb-ie | {"assets": [], "domain": "neurips", "id": "liveweb-ie-d4411e5105685b1cdb51", "input": "dataset/html/liveweb-ie-d4411e5105685b1cdb51.html", "input_sha256": "72e2283386f40eaa27bb47299c4262e9f6264558bb846aa5471c14c53c95a327", "original_reference": {"title": ["CogVLM: Visual Expert for Pretrained Language Models", "EZ-HOI:... |
structured-field-extraction | liveweb-ie-c659d82c2b866ca77521 | http://quotes.toscrape.com/author/John-Lennon | und | liveweb-ie | {"assets": [], "domain": "quotestoscrape", "id": "liveweb-ie-c659d82c2b866ca77521", "input": "dataset/html/liveweb-ie-c659d82c2b866ca77521.html", "input_sha256": "c9939164e5726491c74e3c3f0f1e3c00d55ab77f2ce4e3c74fcad1664eed62b6", "original_reference": {"birth": ["October 09, 1940"]}, "qualification": {"input_sha256": "... |
structured-field-extraction | liveweb-ie-2299149f75d52b81b134 | https://sandbox.oxylabs.io/products/490 | und | liveweb-ie | {"assets": [], "domain": "sandboxoxlabio", "id": "liveweb-ie-2299149f75d52b81b134", "input": "dataset/html/liveweb-ie-2299149f75d52b81b134.html", "input_sha256": "2e2446f7878dec61920aea14434a85072fdd3801a0911b8253096b7f56d4bfdb", "original_reference": {"image": ["/assets/role-playing.svg"], "platform": ["pc"]}, "qualif... |
structured-field-extraction | liveweb-ie-62d73af2c72a38c59459 | https://www.scrapethissite.com/pages/forms/?page_num=2 | und | liveweb-ie | {"assets": [], "domain": "scrapethissite", "id": "liveweb-ie-62d73af2c72a38c59459", "input": "dataset/html/liveweb-ie-62d73af2c72a38c59459.html", "input_sha256": "9fcd5323913a1481a0503140a5aed4148f669aa74432977023a86869bc1c2a37", "original_reference": {"wins": ["43", "36", "26", "35", "32", "41", "38", "34", "50", "32"... |
structured-field-extraction | liveweb-ie-ff1e28fec2d64cb147fc | https://www.thecocktaildb.com/browse/letter/t | und | liveweb-ie | {"assets": [], "domain": "thecocktaildb", "id": "liveweb-ie-ff1e28fec2d64cb147fc", "input": "dataset/html/liveweb-ie-ff1e28fec2d64cb147fc.html", "input_sha256": "f567d1c647ce0ee8cc2268f53f503c391c1a3a09072426ca3cdb2157cb10fd92", "original_reference": {"cocktail": ["Talos Coffee", "Tennesee Mud", "Tequila Fizz", "Tequil... |
structured-field-extraction | liveweb-ie-e56538f2016bf30b7780 | https://www.themealdb.com/browse/letter/h | und | liveweb-ie | {"assets": [], "domain": "themealdb", "id": "liveweb-ie-e56538f2016bf30b7780", "input": "dataset/html/liveweb-ie-e56538f2016bf30b7780.html", "input_sha256": "8d94f8b69a219a234762999801bb9aff156e94a0fbb367b6db61b364f6ef9e3c", "original_reference": {"meal_link": ["/meal/52773-honey-teriyaki-salmon-recipe", "/meal/52787-h... |
structured-field-extraction | liveweb-ie-46f7b0ffa7764c248066 | https://www.thesportsdb.com/league/4427-can-am | und | liveweb-ie | {"assets": [], "domain": "thesportsdb", "id": "liveweb-ie-46f7b0ffa7764c248066", "input": "dataset/html/liveweb-ie-46f7b0ffa7764c248066.html", "input_sha256": "8365e0ea288dfba5767ea3fa504d9cad9a609eba91c0d1b84222b67d44418b60", "original_reference": {"league_link": ["/league/4427-can-am"]}, "qualification": {"input_sha2... |
structured-field-extraction | liveweb-ie-fbf2c8063b2fca77c4d9 | https://books.toscrape.com/catalogue/category/books/business_35/index.html | und | liveweb-ie | {"assets": [], "domain": "booktoscrape", "id": "liveweb-ie-fbf2c8063b2fca77c4d9", "input": "dataset/html/liveweb-ie-fbf2c8063b2fca77c4d9.html", "input_sha256": "b827088e5ad5bca17e420923dd74c3e989b57c2b38b342177f31acfac19bf167", "original_reference": {"count": ["12"]}, "qualification": {"input_sha256": "b827088e5ad5bca1... |
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LiveWeb-IE
Short name: LB-LWIE.
This research distribution contains 200 source-qualified pages sampled from LiveWeb-IE. It retains the original benchmark name and attribution. It is a selected evaluation cohort. Scores from this selection do not reproduce the paper's published results.
LiveWeb-IE: A Benchmark For Online Web Information Extraction (ICLR 2026), https://arxiv.org/abs/2603.13773.
Browser Eval
This dataset is integrated with Browser Eval. The Web Extract guide covers dataset selection, hosted or live inputs, provider selection and certified collection. The upstream benchmark links and original license below remain authoritative for the source data.
git clone https://github.com/lexmount/browser-eval
cd browser-eval
git checkout 7e1acca089f04b2bbae4d10890eb298757271a47
uv sync --frozen --extra web-extract-eval
Inputs and references
definitions.tar.gz contains the source-qualified task definition, original HTML, captured resources, references and provenance. manifest.json binds the complete archive and every file by SHA-256. Original task inputs and reference values are unchanged from the preceding edition. Browser Eval uses the shared immutable dataset cache; no extraction service is called during preparation.
make pin-dataset DATASET=liveweb-ie REV=YOUR_FULL_HF_COMMIT
uv run --frozen --extra web-extract-eval python -m harness.web_extract.cli \
--home /absolute/data/liveweb-ie prepare --dataset liveweb-ie
The selected input mode is live. Extraction services visit the original live URLs. Saved HTML is private source-validation evidence. It must not substitute for the original website. Original reference values are checked before and after collection.
Scoring
The comparison uses value-level micro F1, page-hit macro F1 and exact-field-set rate. Original references are retained alongside source-qualified whitespace/entity and source-case normalization. Declared URL fields use URL equivalence. These are evaluation adaptations; this distribution does not claim the original paper's protocol.
Rights
LiveWeb-IE by Yang et al., 2026. The LiveWeb-IE benchmark is released strictly for non-commercial research purposes only.
By downloading or using this dataset, you agree to the following terms:
- Non-Commercial Use: You may not use this dataset for any commercial purposes, including but not limited to training commercial models or enhancing commercial services.
- Attribution: Any publication or report using this dataset must cite the original paper (LiveWeb-IE: A Benchmark For Online Web Information Extraction, ICLR 2026).
- No Redistribution without License: You may not redistribute this dataset without including this license agreement.
This restriction complies with the ethical agreements made with the website providers included in this benchmark.
Website content retains its original rights. This repository is private. Packaging does not broaden the upstream license or grant rights to the original website content.
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