agentvidbench/agentvidbench-sample
AgentVidBench (Sample): A Multi-Hop Video Question Answering Benchmark for Evaluating MLLM Agents This repository is a representative sample of AgentVidBench, provided so reviewers can inspect data quality without downloading the full ~4GB+ corpus. The full dataset remains available at the link above. Sample selection The sample contains the first 10 questions (question_id 1–10) and the 9 unique videos they reference. IDs and filenames are preserved from the… See the full description on the dataset page: https://huggingface.co/datasets/agentvidbench/agentvidbench-sample.
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11200:00:00,620 --> 00:00:07,0803The Port of San Diego's two cargo terminals pump more than a billion and a half dollars into the region every year.4 52600:00:07,080 --> 00:00:14,0007San Diego's natural deep water port, the fourth largest in California, is vital to the county's economy.8 931000:00:15,000 --> 00:00:19,80011Maritime trade operations provide thousands of good-paying jobs for local workers.12 1341400:00:21,180 --> 00:00:27,64015One in ten new foreign cars driving on our nation's highways enter the U.S. at the port's national city terminal.16 1751800:00:27,640 --> 00:00:37,74019And every dull banana sold west of the Rockies, from Mexico to Canada, passes through the port's older and more compact facility at the 10th Avenue Marine Terminal.20 2162200:00:37,740 --> 00:00:47,60023While the National City Marine Terminal is operating at full capacity, there's opportunity for cargo growth right here at 10th Avenue, but only if it's reconfigured and modernized.24 2572600:00:47,820 --> 00:00:54,66027The port has put together a redevelopment plan that frees up space for new business and gives the terminal flexibility for the future.28 2983000:00:55,260 --> 00:00:57,62031With a few changes, it could handle even more.32 3393400:00:57,640 --> 00:01:04,34035The port is more of the specialty and non-container cargo that it moves today, boosting our economy and creating new jobs.36 37103800:01:04,580 --> 00:01:12,02039The proposed modernization plan essentially calls for creating three terminals on one footprint, each catering to a different type of cargo.40 41114200:01:12,280 --> 00:01:18,72043One area would be dedicated as an omni-terminal for break bulk, catering to project cargo that doesn't fit in containers.44 45124600:01:19,020 --> 00:01:27,62047High, wide, and heavy shipments such as shipyard steel, windmill blades, turbines, vehicles, and even military equipment that require refueling.48 49135000:01:27,820 --> 00:01:29,82051The port would be built to provide a flexible open space.52 53145400:01:29,820 --> 00:01:41,82055A second area would be set aside for refrigerated cargo, a commitment to fresh fruit carriers who were attracted to San Diego because of its on-dock cold storage facility, one of only two on the West Coast.56 57155800:01:41,820 --> 00:01:47,82059A third area would be dedicated to bulk cargo, products like cement and soda ash used in local construction.60 61166200:01:47,820 --> 00:01:55,82063Today, these products are stored at several locations around the terminal. Moving them to one location would free up space for new uses.64 65176600:01:55,820 --> 00:01:57,42067These transit sheds were built in the early 2000s.68 69187000:01:57,420 --> 00:02:01,42071These sheds were built in the 1950s and they were great for storing the cargo of the time.72 73197400:02:01,420 --> 00:02:05,42075Things that were fragile and needed cover like cotton and newsprint.76 77207800:02:05,420 --> 00:02:10,42079But today, these transit sheds are standing in the way of progress.80 81218200:02:10,420 --> 00:02:24,42083Removal of the sheds is part of the redevelopment plan because as they stand, the sheds block direct access between the ships and key port facilities, the cold storage building for fruit, and the open space for break bulk.84 85228600:02:24,420 --> 00:02:26,42087Eliminating the sheds improves access and creates a more efficient and efficient transport.88 89239000:02:27,420 --> 00:02:34,42091The port creates more open space for storage, an improvement that means more business for San Diego.92 93249400:02:34,420 --> 00:02:39,42095Also part of this proposal is the creation of a more efficient centralized gate facility.96 97259800:02:39,420 --> 00:02:48,42099And long-range planning includes the potential for additional on-dock intermodal rail facilities and installation of high-tech, low-emission gantry cranes.100 1012610200:02:48,420 --> 00:02:56,420103Of course, the Port of San Diego's Climate Action Plan and Green Port values remain guiding priorities for any proposed redevelopment.104 1052710600:02:56,420 --> 00:03:02,420107So the Port has commissioned an Environmental Impact Review to determine the feasibility of the proposed redevelopment plan.108 1092811000:03:02,420 --> 00:03:08,420111The EIR is expected to be complete in a year to 18 months and will inform next steps in the process.112 1132911400:03:08,420 --> 00:03:12,420115San Diego's working waterfront is a cornerstone of the local economy.116 1173011800:03:12,420 --> 00:03:22,420119Modernizing the 10th Avenue Marine Terminal is a smart way to move more cargo, generate new jobs, and ensure San Diego's continuing success story.120 1213112200:03:22,420 --> 00:03:24,420123The proposed plan will help the Port of San Diego continue providing the best of its services.124 1253212600:03:24,420 --> 00:03:25,420127San Diego's Climate Action Plan will help the Port of San Diego continue providing the best of its services.128 1293313000:03:25,420 --> 00:03:27,420131San Diego's Climate Action Plan will help the Port of San Diego continue providing the best of its services.132 1333413400:03:27,420 --> 00:03:29,420135San Diego's Climate Action Plan will help the Port of San Diego continue providing the best of its services.136 1373513800:03:29,420 --> 00:03:31,420139We're planning for today, tomorrow, and the years ahead.140 1413614200:03:31,420 --> 00:03:33,420143We're planning for today, tomorrow, and the years ahead.144 145 