Skip to datasets
Blobfish AI
BenchmarksTalk to usOpen app

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 FaceAlkatt/eval_SmolVLA_sort_run2_2026_07_31_run_failedUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_sort_run2_2026_08_03Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_sort_run3_2026_08_03Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_sortredbluecube_2026_06_19Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_stack_V2_run1_2026_08_17Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_stack_V3_run1_2026_08_31Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_stack_V3_run2_2026_08_31Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_stack_V3_run3_2026_08_31Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_stack_V3_run4_2026_09_01Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_stack_V3_run5_2026_09_01Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_stack_V3_run6_2026_09_01Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_stack_run1_2026_07_21Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_stack_run2_2026_07_31_arm_failedUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_stack_run2_2026_08_03Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_stack_run3_2026_08_03Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_stackredcube_2026_06_19Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_whiteblack_cube_v2_24_04_2026_v1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_SmolVLA_whiteblack_cube_v2_24_04_2026_v2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_act_100k_so101_CubeToBowl_ASN_FORMAL_SEEN_POSITIONS_20251121Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_act_100k_so101_CubeToBowl_ASN_FORMAL_UNSEEN_POSITIONS_20251121Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_act_20k_so101_pickplace_asn_run_1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_act_so101_CubeToBowl_ASN_FORMAL_20251119Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_act_so101_CubeToBowl_ASN_FORMAL_SEEN_POSITIONS_20251120Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_act_so101_CubeToBowl_ASN_FORMAL_UNSEEN_POSITIONS_20251121Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_act_so101_CubeToBowl_ASN_test_004Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_act_so101_CubeToBowl_ASN_test_20251120_002Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_act_so101_CubeToBowl_ASN_test_20251120_003Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_act_so101_CubeToBowl_ASN_test_run_010Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_act_so101_CubeToBowl_ASN_test_run_011Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_act_so101_cube_pickplace_asn_run_1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_act_so101_pickplace_asn_run_2_aidedUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Async_VI_whiteblackcube_v2_2026_06_02_black_v1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Async_VI_whiteblackcube_v2_2026_06_02_black_v3Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Async_VI_whiteblackcube_v2_2026_06_02_black_v4Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Async_VI_whiteblackcube_v2_2026_06_02_black_v5Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Async_VI_whiteblackcube_v2_2026_06_02_white_v1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Async_VI_whiteblackcube_v2_2026_06_02_white_v2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Async_VI_whiteblackcube_v2_2026_06_02_white_v3Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Sync_VI_100M_S1_450MM_S2_40k_b20_whiteblackcube_v2_2026_05_19_black_v1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Sync_VI_100M_S1_450MM_S2_40k_b20_whiteblackcube_v2_2026_05_19_black_v5Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Sync_VI_100M_S1_450MM_S2_40k_b20_whiteblackcube_v2_2026_05_19_white_v2Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Sync_VI_100M_S1_450MM_S2_40k_b20_whiteblackcube_v2_2026_05_19_white_v3Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Sync_VI_100M_S1_450MM_S2_40k_b20_whiteblackcube_v2_2026_05_19_white_v4Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Sync_VI_100M_S1_450MM_S2_40k_b20_whiteblackcube_v2_2026_05_19_white_v5Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Sync_VI_100M_S1_450MM_S2_40k_b20_whiteblackcube_v2_2026_05_19_white_v6Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_demo_LAVLA_Sync_VI_100M_S1_450MM_S2_40k_b20_whiteblackcube_v2_2026_05_19_white_v7_redUpstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_dummy_LAVLA_inference_1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_smolval_so101_CubeToBowl_ASN_FORMAL_UNSEEN_POSITIONS_20251120Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_smolvla_base_so101_pickplace_asn_run_1Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built
Hugging FaceAlkatt/eval_smolvla_so101_CubeToBowl_ASN_FORMAL_SEEN_POSITIONS_20251120Upstream dataset ↗Manufacturing Engineering Design
Domain specific
apache-2.0Within reuse policyReady for adaptationSource-specific world not built