Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:35:08.525600Z
Paper Citation Record · LEDGER
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices
As of 8 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2506.17538.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
56 of 56 outbound references displayed
- verified exact0
- verified fuzzy38
- unresolved17
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation cde39ea9-3663-4bc1-b523-0935bc8fc729 · outbound
This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:07.874863Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28b5ee08-c002-4da0-8d15-325bfd25ebb1 · outbound
This paper cites Llama 3.2 3b: Multilingual large language model.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Llama 3.2 3b: Multilingual large language model
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:11.447991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e773bc3d-5dfa-4253-85ad-1d31b08d60df · outbound
This paper cites Gemini nano with the google ai edge sdk, 2025.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Gemini nano with the google ai edge sdk, 2025
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:11.384822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c8f67efc-530b-49ff-a96c-07fa91246b3a · outbound
This paper cites Introducing apple intelligence, the personal intelligence system that puts powerful generative models at the core of iphone, ipad, and mac, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Introducing apple intelligence, the personal intelligence system that puts powerful generative models at the core of iphone, ipad, and mac, 2024
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:11.254822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 76dd08f9-1e7f-4b6e-aecf-619bbb5c75a1 · outbound
This paper cites Macbook pro 14- and 16-inch – technical specifications, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Macbook pro 14- and 16-inch – technical specifications, 2024
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:11.114741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation baacd431-efe3-4d64-9801-73ccfb2abeee · outbound
This paper cites Stable diffusion web ui, 2022.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Stable diffusion web ui, 2022
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.996045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9347a45a-7d67-466c-bac9-2146d4dd075a · outbound
This paper cites Litellm: Python sdk and proxy server for unified llm access, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Litellm: Python sdk and proxy server for unified llm access, 2024
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.949576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5996b7d4-9872-45ff-b2e3-035f19a2db1b · outbound
This paper cites Lawrence Zitnick.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Lawrence Zitnick
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:07.924821Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b88a351-a19f-4a72-8696-e59b770af7c3 · outbound
This paper cites Intel ® performance counter monitor.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Intel ® performance counter monitor
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.905503Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a67070c9-8d7b-48dd-92e5-6f6608948195 · outbound
This paper cites Nvidia data center gpu manager (dcgm).
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Nvidia data center gpu manager (dcgm)
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.704742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c0f921b6-8b3c-4321-aa2c-49713e493dcc · outbound
This paper cites Nvidia multi-process service (mps).
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Nvidia multi-process service (mps)
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.594412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6ee18a91-9d1f-4f8b-9540-b9fb4fb12f81 · outbound
This paper cites Earnings-21: A Practical Benchmark for ASR in the Wild.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Earnings-21: A Practical Benchmark for ASR in the Wild
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:07.979254Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b78d1334-309e-4073-84c5-30964e61bacc · outbound
This paper cites Mobile-bench: An evaluation benchmark for llm-based mobile agents, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Mobile-bench: An evaluation benchmark for llm-based mobile agents, 2024
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.436357Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e87c369b-2c7a-47b9-ba63-37f3659551cc · outbound
This paper cites Qlora: Efficient finetuning of quantized llms, 2023.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Qlora: Efficient finetuning of quantized llms, 2023
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:07.987826Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2354a223-8ced-4898-86af-edb7739e766c · outbound
This paper cites Gptq: Accurate post-training quantization for generative pre-trained transformers, 2023.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Gptq: Accurate post-training quantization for generative pre-trained transformers, 2023
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:07.995563Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4539482-5036-497d-a329-2a3494cb477f · outbound
This paper cites llama.cpp: Llm inference in c/c++, 2023.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices llama.cpp: Llm inference in c/c++, 2023
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.397935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0fae8d99-3c26-45be-9a39-84add379d777 · outbound
This paper cites Stabletoolbench: Towards stable large-scale benchmarking on tool learning of large language models, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Stabletoolbench: Towards stable large-scale benchmarking on tool learning of large language models, 2024
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.285227Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eaa80891-6721-44ac-b9e5-84a0615bef5b · outbound
This paper cites A critical review of large language models: Sensitivity, bias, and the path toward specialized ai.Quantitative Science Studies, 5(3):736–756, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices A critical review of large language models: Sensitivity, bias, and the path toward specialized ai.Quantitative Science Studies, 5(3):736–756, 2024
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.222893Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 786b1042-65f1-4c67-beeb-4d22b307a4b2 · outbound
This paper cites Microsecond-scale preemption for concurrent GPU-accelerated DNN inferences.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Microsecond-scale preemption for concurrent GPU-accelerated DNN inferences
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.172691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 465b8c39-805d-4b41-900e-8a0ce14715ec · outbound
This paper cites Hybrid slm and llm for edge- cloud collaborative inference.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Hybrid slm and llm for edge- cloud collaborative inference
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.134184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dce1f626-b9f7-4edc-92fe-598e7176e6c1 · outbound
This paper cites Searching for mobilenetv3.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Searching for mobilenetv3
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:08.052383Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a004605-7fa7-42b1-b88d-84c559243a56 · outbound
This paper cites Running average power limit (rapl) energy reporting.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Running average power limit (rapl) energy reporting
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.102234Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 915e4c92-6a8d-4b9e-9d4a-ed966c555a1b · outbound
This paper cites Benchmarking edge ai platforms for high-performance ml inference, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Benchmarking edge ai platforms for high-performance ml inference, 2024
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.050290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 35ef2d87-3a53-4021-a0f4-522ecb46ad5a · outbound
This paper cites Melting point: Mobile evaluation of language transformers, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Melting point: Mobile evaluation of language transformers, 2024
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:10.032285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3b55ec8f-95c5-4918-bec5-8d3999c6f136 · outbound
This paper cites Api-bank: A comprehensive benchmark for tool-augmented llms, 2023.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Api-bank: A comprehensive benchmark for tool-augmented llms, 2023
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:08.115170Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28024f20-52eb-4a0f-84cb-abe5028f7f5c · outbound
This paper cites Snapfusion: Text-to-image diffusion model on mobile devices within two seconds.Advances in Neural Information Processing Systems, 36:20662–20678, 2023.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Snapfusion: Text-to-image diffusion model on mobile devices within two seconds.Advances in Neural Information Processing Systems, 36:20662–20678, 2023
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.944751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 01fabfdb-64ae-4271-b5e0-e3d959e29e4c · outbound
This paper cites Palmbench: A comprehensive benchmark of compressed large language models on mobile platforms, 2025.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Palmbench: A comprehensive benchmark of compressed large language models on mobile platforms, 2025
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.884745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1334d925-e154-45be-82be-fdc07c27ab99 · outbound
This paper cites Awq: Activation-aware weight quantization for llm compression and acceleration, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Awq: Activation-aware weight quantization for llm compression and acceleration, 2024
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:08.183025Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6344b794-dfc0-401e-8af2-abd8daee2be0 · outbound
This paper cites Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Andes: Defining and Enhancing Quality-of-Experience in LLM-Based Text Streaming Services
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:08.205979Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddbfa408-e3da-4ca7-933e-bbb29155d3f0 · outbound
This paper cites AgentBench: Evaluating LLMs as Agents.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices AgentBench: Evaluating LLMs as Agents
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:08.219056Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06bec722-e593-490c-a7d6-e231c08d4aba · outbound
This paper cites Turning whisper into real-time transcription system.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Turning whisper into real-time transcription system
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.782187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0cdb84b0-1598-4ed4-8d54-007157ffb5dc · outbound
This paper cites AIOS: LLM Agent Operating System.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices AIOS: LLM Agent Operating System
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:08.232724Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53e6cc89-c86c-407b-aff9-e3e5e49c1ace · outbound
This paper cites Mo- bileaibench: Benchmarking llms and lmms for on-device use cases, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Mo- bileaibench: Benchmarking llms and lmms for on-device use cases, 2024
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.734939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3bd499e5-a156-45b3-a383-1e695d9a1237 · outbound
This paper cites Green contexts - cuda driver api.https://docs.nvidia.com/cuda/cuda-driver- api/group__CUDA__GREEN__CONTEXTS.html, 2025.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Green contexts - cuda driver api.https://docs.nvidia.com/cuda/cuda-driver- api/group__CUDA__GREEN__CONTEXTS.html, 2025
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.719280Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 33c5e2d9-9fae-4d3e-8d5c-66f4092f8fd5 · outbound
This paper cites Nvidia multi-instance gpu (mig).
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Nvidia multi-instance gpu (mig)
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.709628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eb6c69c4-669f-4ce6-9d67-df8d29eface8 · outbound
This paper cites NVIDIA, August 2018.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices NVIDIA, August 2018
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.697207Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 617db296-5dfd-4086-a702-e4406c6941cb · outbound
This paper cites Nvidia management library (nvml).https://developer.nvidia.com/ management-library-nvml, 2025.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Nvidia management library (nvml).https://developer.nvidia.com/ management-library-nvml, 2025
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.673523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 27655bf3-4c5d-4d7f-8648-ec4755a315d6 · outbound
This paper cites an unresolved cited work.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T23:35:09.661521Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a16a33a5-8583-47f5-8dc6-e813d90c3996 · outbound
This paper cites Attention u-net: Learning where to look for the pancreas.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Attention u-net: Learning where to look for the pancreas
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.612494Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 335c40c3-d47d-40cc-98ef-5f0f9ecc52c9 · outbound
This paper cites Openai api, 2020.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Openai api, 2020
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.494745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bcf9b970-33b6-4c9c-979b-45b7b5c71914 · outbound
This paper cites Memgpt: Towards llms as operating systems.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Memgpt: Towards llms as operating systems
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:08.293738Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57e1adcc-bd4e-4c8e-b7f7-34586eb35c56 · outbound
This paper cites Snapdragon x elite product brief.https://www.qualcomm.com/ content/dam/qcomm-martech/dm-assets/documents/Product-Brief-Snapdragon- X-Elite.pdf, October 2023.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Snapdragon x elite product brief.https://www.qualcomm.com/ content/dam/qcomm-martech/dm-assets/documents/Product-Brief-Snapdragon- X-Elite.pdf, October 2023
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.354812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 69d4e83f-fa2c-43d8-8301-0fca857564da · outbound
This paper cites Robust speech recognition via large-scale weak supervision, 2022.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Robust speech recognition via large-scale weak supervision, 2022
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:08.348765Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa917fc4-c001-4d64-8250-d22fa0659983 · outbound
This paper cites Scott Gardner, Itay Hubara, Sachin Idgunji, Thomas B.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Scott Gardner, Itay Hubara, Sachin Idgunji, Thomas B
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.194749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e4a9fc49-1da4-472f-8389-ebf13cd5c93b · outbound
This paper cites ‘smolagents‘: a smol library to build great agentic systems.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices ‘smolagents‘: a smol library to build great agentic systems
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.142377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cfbab400-b993-4b3a-b075-e22fb4ac73a1 · outbound
This paper cites Specialist or generalist? instruction tuning for specific NLP tasks.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Specialist or generalist? instruction tuning for specific NLP tasks
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.130918Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 591bc2a7-5b8e-4b80-8acc-1c1fa7bc6be8 · outbound
This paper cites Orion: Interference-aware, fine-grained gpu sharing for ml applications.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Orion: Interference-aware, fine-grained gpu sharing for ml applications
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.110780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3a242025-dc8f-40d9-9dde-4ca905e0a5a6 · outbound
This paper cites Stable diffusion 3.5 medium turbo, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Stable diffusion 3.5 medium turbo, 2024
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.099289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fe64f7fa-9c24-45dd-8613-9dc5a900243c · outbound
This paper cites Large language model performance benchmarking on mobile platforms: A thorough evaluation.arXiv preprint arXiv:2410.03613, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Large language model performance benchmarking on mobile platforms: A thorough evaluation.arXiv preprint arXiv:2410.03613, 2024
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:08.404936Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f0f6806-6b7e-4941-af00-4d9cc7736351 · outbound
This paper cites Crab: Cross-environment agent benchmark for multimodal language model agents, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Crab: Cross-environment agent benchmark for multimodal language model agents, 2024
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.088830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fbcf175f-d9cc-443e-bcb2-9af5d7e80549 · outbound
This paper cites Qwen2.5 Technical Report.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Qwen2.5 Technical Report
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:08.415971Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83d26fd9-e693-43f2-adc4-66fee72e734f · outbound
This paper cites an unresolved cited work.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Unresolved cited work
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:35:08.428862Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 962cde96-9f27-4109-84d9-44b2587edb6a · outbound
This paper cites Faaswap: Slo-aware, gpu-efficient serverless inference via model swapping, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Faaswap: Slo-aware, gpu-efficient serverless inference via model swapping, 2024
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.061990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6c152d9f-d345-4b9a-8461-a9b88ae2c5af · outbound
This paper cites Mobilediffusion: Instant text-to-image generation on mobile devices, 2024.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Mobilediffusion: Instant text-to-image generation on mobile devices, 2024
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.049211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2c87434d-288d-4128-b60f-ec78dcac9d7d · outbound
This paper cites brainstorm.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices brainstorm
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:35:09.022722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 59b42814-11c4-4acd-bada-538cfadc42cf · outbound
This paper cites an unresolved cited work.
ConsumerBench: Benchmarking Generative AI Applications on End-User Devices Unresolved cited work
Reference 2025
- Resolution
- parse uncertain
- no resolver link, observed 2026-08-06T23:35:07.965408Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.