Skip to datasets
Blobfish AI
BenchmarksTalk to usOpen Studio

Blobfish Research / Dataset factory

From public datasets
to executable work.

Explore the source catalog behind our benchmarks. Find MCP and domain datasets, inspect their classification evidence, and follow their path to a world with tools, tasks, assets, and trajectories.

Explore source datasets ↓View released benchmarks →
294Current Harbor listings
1,032,990Hugging Face sources inspected
146,818Licensed adaptation candidates

Coverage you can inspect.

Harbor: all 294 public listings observed; historical entries are also retained. Hugging Face: 1,032,988 rows checked through unfiltered pagination, alongside the earlier search inventory. The pagination pass is complete.

Related domain families provide working examples. A separate adaptation has not yet been built for each source row. Public access alone does not establish an open license.

Snapshot 2026-09-04 UTCDownload 5,000-row preview JSON ↗Full inspected inventory on Hugging Face ↗Browse the full Hugging Face catalog ↗

Available now

Inspect a complete benchmark.

HubBench contains 104 published tasks across 13 worlds, with shared state across CLI, website, API, and MCP tools. Its release receipts report 104/104 oracle passes. Current model results and historical pilots are labeled separately.

Leaderboard & qualification →Sample tasks →Assets & environment →Trajectories →Hugging Face ↗Harbor ↗World source on GitHub ↗

Source-specific release / Partial coverage

Arc CRM 6: inspect the adaptation.

Six independent synthetic workflows inspired by the pinned source; not 1,200 converted conversations or upstream API parity.

6/6 local and 6/6 registry Docker oracle passes. These establish solvability, not model performance.

All 6 tasks & assets →Actual reference trajectories →Pinned source assessment →Pinned Hugging Face release ↗Harbor package ↗World source on GitHub ↗

Source inventory

Find the next benchmark.

4,705 matching records

This website snapshot contains 5,000 of 1,033,285 inspected records, with Harbor listings and licensed candidates prioritized. Filters apply to the displayed snapshot.

Source datasets, relevance, license, and adaptation status
DatasetDomain & toolsLicenseAdaptation
Hugging Face0mrrabbit0/lerobot_pi0_v2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0mrrabbit0/so101_place_block_in_drawerUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0tizm0/Video-Games-Sales-EDAUpstream dataset ↗Data Engineering Analytics
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0tizm0/propertypilot-ticketsUpstream dataset ↗Legal
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0tt00t/PI-EmailGuardUpstream dataset ↗Customer Workplace Agents
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0utCast/Galaxea-PnPUpstream dataset ↗Manufacturing Engineering Design
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0utCast/Kuavo-PnPUpstream dataset ↗Manufacturing Engineering Design
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0utCast/RoboTwin-AdjustBottleUpstream dataset ↗Manufacturing Engineering Design
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0utCast/RoboTwin-BeatBlockHammerUpstream dataset ↗Manufacturing Engineering Design
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0utCast/RoboTwin-LiftPotUpstream dataset ↗Manufacturing Engineering Design
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0utCast/RoboTwin-PlaceBurgerFriesUpstream dataset ↗Manufacturing Engineering Design
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0utCast/Robomimic-BiInsertUpstream dataset ↗Manufacturing Engineering Design
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0v01111/StatEval-Statistical-ResearchUpstream dataset ↗Scientific Research
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/eval_all_red1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/eval_candy_to_handUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/eval_pick_blue_candyUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/eval_pick_red_candyUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/so100_bimanual_test_3Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/toffee_blueUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/toffee_blue_2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/toffee_color_sort_1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/toffee_color_sort_2_Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/toffee_color_sort_3_Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/toffee_color_sort_4Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/toffee_redUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/toffee_red_2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/toffee_red_3__Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/toffee_to_hand_1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x00raghu/toffee_to_hand_2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x3/DEMAND-acoustic-noiseUpstream dataset ↗Data Engineering Analytics
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x3/Zero-To-CAD-1mUpstream dataset ↗Scientific Research
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x3/speech-noise-datasetUpstream dataset ↗Scientific Research
Domain specific
cc0-1.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0x7o/oasst2-ru-ppoUpstream dataset ↗Policy Compliance Instruction Following
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xAbhi/rc-car-commandsUpstream dataset ↗Manufacturing Engineering Design
MCP / tool useDomain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xDanielSec/duel-adversarial-logsUpstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xGUI/eval_so101_first_motionUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xNOY/eval_pi05_so101_wn_augUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xNOY/eval_snvla_dn_so101_wn_augUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xNOY/eval_snvla_so101_wn_augUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xNOY/so101_wnUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xRafie/indonesian-gambling-multimodal-datasetUpstream dataset ↗Scientific Research
Domain specific
cc-by-4.0Within reuse policyReady for adaptationSource-specific world not built
Hugging Face0xSero/local-ai-registryUpstream dataset ↗Manufacturing Engineering Design
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xiviel/poc-avro-cython-overflowUpstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xiviel/poc-avro-enum-bypassUpstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xiviel/poc-netcdf-attr-overflowUpstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xiviel/poc-openvino-ir-shape-overflowUpstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xiviel/poc-openvino-onnx-path-traversalUpstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xiviel/poc-openvino-onnx-uint64-overflowUpstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xiviel/poc-openvino-string-tensor-oobUpstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built
Hugging Face0xiviel/poc-openvino-tflite-sparse-oobUpstream dataset ↗Security
Domain specific
mitWithin reuse policyReady for adaptationSource-specific world not built