Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T02:01:00.882673Z
Paper Citation Record · LEDGER
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation
As of 5 August 2026, this Paper Citation Record lists 100 of 105 outbound references and 0 inbound Pith citation observations for arXiv:2605.07640.
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 2026-08-04T06:34:03.388597+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
100 of 105 outbound references displayed
- verified exact7
- verified fuzzy52
- unresolved38
- parse uncertain1
- malformed identifier1
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d234d231-995b-4e93-b470-4086f2eb9e33 · outbound
This paper cites Addison Wesley Longman, Inc.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Addison Wesley Longman, Inc
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.165042Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 85be497e-0bbb-43cd-998d-fa9761edd1cc · outbound
This paper cites Claude Sonnet 4.6 System Card.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Claude Sonnet 4.6 System Card
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.025022Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 380bc67a-7ef6-40f9-9ec8-332817b83981 · outbound
This paper cites Qwen Technical Report.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Qwen Technical Report
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T04:00:56.181601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 61b155c4-9e11-4c68-8d8b-c60a3c2bdc6a · outbound
This paper cites Qwen3-VL Technical Report.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Qwen3-VL Technical Report
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T04:00:56.141801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d820b1da-a224-42d4-89d9-0974883c144e · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.064804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ebe189b4-615b-4682-bb39-382d1c0c1c51 · outbound
This paper cites Remote sensing for lithology mapping in vegetation-covered regions: Methods, challenges, and opportunities.Minerals, (9):1153.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Remote sensing for lithology mapping in vegetation-covered regions: Methods, challenges, and opportunities.Minerals, (9):1153
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.152805Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fc546d92-9973-4dcf-ac3e-ab5a01867145 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.069899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 881beaf2-9979-452e-9873-4ff2a2314d18 · outbound
This paper cites Instructblip: Towards general-purpose vision-language models with instruction tuning.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Instructblip: Towards general-purpose vision-language models with instruction tuning
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.099452Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6636498f-cafc-4e2c-a097-5c71ae98610c · outbound
This paper cites mirage effect.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation mirage effect
Reference 9
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T04:00:56.176915Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 99ac071d-e4c7-42c9-96b7-102922199650 · outbound
This paper cites Machine learning and remote sensing-based lithological mapping of the duwi shear-belt area, central eastern desert, egypt.Scientific Reports, (1):17010.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Machine learning and remote sensing-based lithological mapping of the duwi shear-belt area, central eastern desert, egypt.Scientific Reports, (1):17010
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.014301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bb25ffc8-5b79-4a04-b705-07d0c4110e20 · outbound
This paper cites Gemini 3 pro model card.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Gemini 3 pro model card
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.083446Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4f5f73cb-a8cb-41a2-bd7e-6bc40b712821 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.101453Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 928e588a-ddbe-4148-b866-184023d23ad3 · outbound
This paper cites A novel framework for leveraging geological environment big data to assess sustainable development goals.The Innovation Geoscience, page 100122.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation A novel framework for leveraging geological environment big data to assess sustainable development goals.The Innovation Geoscience, page 100122
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.012430Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d6090aba-86eb-402a-af96-f42c1e3de9fb · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.166683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dce2c40d-b078-4316-ba4c-20791dcb47a8 · outbound
This paper cites Lora: Low-rank adaptation of large language models.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Lora: Low-rank adaptation of large language models
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.103363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 65d9213f-c919-4eab-83dc-955c5302ca38 · outbound
This paper cites Rsgpt: A remote sensing vision language model and benchmark.ISPRS Journal of Photogrammetry and Remote Sensing, pages 272–286.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Rsgpt: A remote sensing vision language model and benchmark.ISPRS Journal of Photogrammetry and Remote Sensing, pages 272–286
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.163192Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9571b97b-8297-49f5-a2a6-9d73717b0e77 · outbound
This paper cites Flowsearch: Advancing deep research with dynamic structured knowledge flow.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Flowsearch: Advancing deep research with dynamic structured knowledge flow
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T04:00:56.168277Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 168f337e-62c5-4215-921f-7e0dd4ef9242 · outbound
This paper cites Hyrank hyperspectral satellite dataset i (version v001).Zenodo, Apr.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Hyrank hyperspectral satellite dataset i (version v001).Zenodo, Apr
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.097213Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6ea83259-450e-4b7e-9f04-49d80d427399 · outbound
This paper cites Prometheus: Inducing fine-grained evaluation capability in language models.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Prometheus: Inducing fine-grained evaluation capability in language models
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.117104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0edd54fc-7fa8-4e40-a2b9-a8a088b82f88 · outbound
This paper cites Geochat: Grounded large vision-language model for remote sensing.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Geochat: Grounded large vision-language model for remote sensing
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.077066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e58558b0-fae9-4c8f-89c3-936f09d9ecbc · outbound
This paper cites Geo-bench: Toward foundation models for earth monitoring.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Geo-bench: Toward foundation models for earth monitoring
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.028697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4c68dde9-c061-4daa-8dcf-78531961534a · outbound
This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Retrieval-augmented generation for knowledge-intensive nlp tasks
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.107662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 98647c54-fc85-4a82-997e-2353ed4a398d · outbound
This paper cites Seed-bench: Benchmarking multimodal large language models.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Seed-bench: Benchmarking multimodal large language models
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.037382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7868b859-0ec4-4e32-be84-fe90fbba6a5f · outbound
This paper cites Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Blip-2: Bootstrapping language- image pre-training with frozen image encoders and large language models
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.046803Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d1829d30-d5fc-40a5-8587-bf03196e2232 · outbound
This paper cites Vrsbench: A versatile vision-language bench- mark dataset for remote sensing image understanding.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Vrsbench: A versatile vision-language bench- mark dataset for remote sensing image understanding
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.034169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e849053a-4549-4f15-9328-c2d68dd50996 · outbound
This paper cites Rouge: A package for automatic evaluation of summaries.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Rouge: A package for automatic evaluation of summaries
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.049265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ded07967-0f72-403f-8b68-2763615d1a8b · outbound
This paper cites Lithological classification by hyperspectral images based on a two-layer xgboost model, combined with a greedy algorithm.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Lithological classification by hyperspectral images based on a two-layer xgboost model, combined with a greedy algorithm
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.026885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3ba8d00b-e25c-49cd-99cd-d18fbb31bae7 · outbound
This paper cites Visual instruction tuning.NeurIPS.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Visual instruction tuning.NeurIPS
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.042717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0ef86d70-e0cf-468d-9f5b-aacf7f3bca9e · outbound
This paper cites Lithology classification using tasi thermal infrared hyperspectral data with convolutional neural networks.Remote Sensing, (16):3117.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Lithology classification using tasi thermal infrared hyperspectral data with convolutional neural networks.Remote Sensing, (16):3117
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.058138Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a0305bab-fea0-44ed-82e9-fb0eed90ccc5 · outbound
This paper cites G-eval: Nlg evaluation using gpt-4 with better human alignment.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation G-eval: Nlg evaluation using gpt-4 with better human alignment
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.085035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 212a952f-007f-4c33-8674-4ff3d15d9ff7 · outbound
This paper cites Mmbench: Is your multi-modal model an all-around player? InECCV, pages 216–233.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Mmbench: Is your multi-modal model an all-around player? InECCV, pages 216–233
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.017783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8bca9f29-8a05-402c-8f78-509a653f9ef3 · outbound
This paper cites PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T04:00:56.154282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation da9c2654-6282-46ba-8411-85e4cc3c3bfb · outbound
This paper cites Kimi K2.5.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Kimi K2.5
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.030261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ee7a8630-59e3-43cc-8c0d-d7c54aaa95c9 · outbound
This paper cites Introducing gpt-5.4.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Introducing gpt-5.4
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.158464Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fa9db29b-69cc-44e5-a53a-a09c1b50c8ae · outbound
This paper cites Bleu: a method for automatic evaluation of machine translation.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Bleu: a method for automatic evaluation of machine translation
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.142418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7e60118e-c248-461e-906e-b65e02cc98a4 · outbound
This paper cites Hyperspectral remote sensing in lithological mapping, mineral exploration, and environmental geology: an updated review.Journal of Applied Remote Sensing, (3):031501–031501.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Hyperspectral remote sensing in lithological mapping, mineral exploration, and environmental geology: an updated review.Journal of Applied Remote Sensing, (3):031501–031501
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.061663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 74982355-de67-45d6-9af1-433b40506eb4 · outbound
This paper cites Picabench: How far are we from physically realistic image editing?.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Picabench: How far are we from physically realistic image editing?
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T04:00:56.146211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d53521ff-110a-4491-a1b1-c82fe9ed8eac · outbound
This paper cites Learning transferable visual models from natural language supervision.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Learning transferable visual models from natural language supervision
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.111412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5852b4e6-81f6-471a-b685-9bd0778596af · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.095372Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation aa6ea68a-e4c8-4915-b1aa-84ebd9ba263b · outbound
This paper cites Fair1m: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery.ISPRS Journal of Photogrammetry and Remote Sensing, pages 116–130.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Fair1m: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery.ISPRS Journal of Photogrammetry and Remote Sensing, pages 116–130
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.032390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f270d345-50df-4101-b49f-7c80ec2a2b15 · outbound
This paper cites Samrs: Scaling-up remote sensing segmentation dataset with segment anything model.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Samrs: Scaling-up remote sensing segmentation dataset with segment anything model
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.040741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation abe27f2d-3623-4795-9f7d-75945c34d13d · outbound
This paper cites Earthvqa: Towards queryable earth via relational reasoning-based remote sensing visual question answering.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Earthvqa: Towards queryable earth via relational reasoning-based remote sensing visual question answering
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.044708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0a0b0d6f-9527-487d-9bb1-4488493a2ac6 · outbound
This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Reference 44
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T04:00:56.134811Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c807bf9f-cf2f-4f99-bd71-ba13f15edc34 · outbound
This paper cites Grok 4 Model Card.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Grok 4 Model Card
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.068197Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d3a89af3-c906-48a7-b9fe-7f1124bd42ac · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 46
- Resolution
- parse uncertain
- raw_fallback, observed 2026-05-14T14:41:24.051310Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7354a6d2-c1ec-4b19-b6a3-2688e72ce76b · outbound
This paper cites Openearthmap: A benchmark dataset for global high-resolution land cover mapping.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Openearthmap: A benchmark dataset for global high-resolution land cover mapping
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.120832Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6f575ded-75fb-40dd-8714-e294cccafc57 · outbound
This paper cites C- pack: Packed resources for general chinese embeddings.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation C- pack: Packed resources for general chinese embeddings
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.123149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 97039f5c-4b43-4f09-9445-1489de8725e1 · outbound
This paper cites Assessment of worldview-3 data for lithological mapping.Remote Sensing, (11):1132.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Assessment of worldview-3 data for lithological mapping.Remote Sensing, (11):1132
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.056238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eab976d1-0442-4682-9624-e06795065449 · outbound
This paper cites MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities
Reference 50
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T11:54:12.369348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 69de8e19-1eec-4bd4-b792-fcc178ad6347 · outbound
This paper cites Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.007462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6b71b3bc-b187-4b8e-a2e0-6abc38cc32af · outbound
This paper cites GLM-4.6V.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation GLM-4.6V
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.023396Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 707b5674-8ce8-4150-bdc2-f7010b1343de · outbound
This paper cites Skyeyegpt: Unifying remote sensing vision- language tasks via instruction tuning with large language model.ISPRS Journal of Photogram- metry and Remote Sensing, pages 64–77.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Skyeyegpt: Unifying remote sensing vision- language tasks via instruction tuning with large language model.ISPRS Journal of Photogram- metry and Remote Sensing, pages 64–77
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.154732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 72f056a1-c043-40d5-8d81-d97a43d2c51e · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.091863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cfac302c-f594-4916-b5ac-446c1d7db96e · outbound
This paper cites Large multimodal models evaluation: a survey.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Large multimodal models evaluation: a survey
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.086651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b2924c12-f9fb-4924-8a95-3970ab8df4b7 · outbound
This paper cites Msearth: A benchmark for multimodal scientific comprehension of earth science.arXiv e-prints, pages arXiv–2505.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Msearth: A benchmark for multimodal scientific comprehension of earth science.arXiv e-prints, pages arXiv–2505
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:23.992537Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2dfd2bab-10f3-4ae1-bf16-b3b7c7584d6b · outbound
This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Judging llm-as-a-judge with mt-bench and chatbot arena
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.019862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 97e57485-62bd-4bf7-8ac2-38ac49b8d98c · outbound
This paper cites Rsvlm- qa: A benchmark dataset for remote sensing vision language model-based question answering.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Rsvlm- qa: A benchmark dataset for remote sensing vision language model-based question answering
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.105637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a935e54a-170e-4888-a008-1eec4165dff9 · outbound
This paper cites Intern-s1-pro: Scientific multimodal foundation model at trillion scale.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Intern-s1-pro: Scientific multimodal foundation model at trillion scale
Reference 59
- Resolution
- malformed identifier
- arxiv_id, observed 2026-05-11T04:00:56.130461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6957f013-4534-4662-b23d-2d1a37aafa76 · outbound
This paper cites You are STRICTLY FORBIDDEN from using <think> tags.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation You are STRICTLY FORBIDDEN from using <think> tags
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:23.996792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b89091c2-dadc-4638-9c05-7c33559f90c3 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.003986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 93e2d024-cd32-4881-b03c-4d2493f9be42 · outbound
This paper cites Tone_Color.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Tone_Color
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.078640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3be8cd77-6167-4c82-817c-86f2950b7dc1 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.035772Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 70d84ccf-022d-43d6-aeb5-f46ab404c56a · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.000653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a3a452fd-0f62-423c-957e-24281a3573fb · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.038956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 99288277-91af-4f75-bb7f-336528c5221d · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.147567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ccfa0b4c-e17a-4ef8-a53c-52488ef9f125 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.114958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5e4edad9-f287-4393-ac99-c717809cefa5 · outbound
This paper cites top−left.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation top−left
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.150923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d22b85a9-bf20-412c-b318-1bea452a4ce2 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.093527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6a9471db-7839-4af4-ab5b-c1652e876264 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.119055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8ad82efd-a994-4e5d-b9e9-46bbcd221ba2 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.081774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bcd6a700-c27a-4729-b366-e36e0257a528 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.005687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 06253e33-0cbc-473a-866e-90222653c996 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.149241Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 282ad29c-3b4c-4658-b6eb-678e4c3163aa · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.145926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 01483417-d109-45d6-a664-6c4c7b05dd8c · outbound
This paper cites No markdown.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation No markdown
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.160166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 787df7dc-1d29-4e06-83b0-6ef296a958c6 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.088449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 51cbc187-3ef8-46e2-8177-3d7e12bcbe8e · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 77
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.080154Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 17baa2fb-4e63-4bf4-b3a2-1bd5aacac66f · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.131460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a75ad286-2f83-4666-9477-49a154687545 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.129808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ae3574c5-bcfa-460c-8e38-e08beb09f3c9 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 80
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.066491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation db6257c3-da2e-402a-a632-d6344c87086e · outbound
This paper cites question.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation question
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.135193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3a003156-d09a-48c2-80f6-acee2f9881f8 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 82
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.133099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 87633c4b-b80a-466a-99b3-81fbc9ea6b6c · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.138640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b0883faf-aea4-4a4f-b407-f27908e1f6b2 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 84
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.071621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 90174674-f688-4dda-ba0d-b07263528321 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 85
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.126608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d81f23bd-7884-4cff-82ca-8941f86d6020 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 86
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.128182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b97bbc52-f93e-4ff5-bab5-2eb5a8ec52b7 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 87
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.140343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dfc474ea-16ed-4f59-a067-4bfbe45e4c57 · outbound
This paper cites No markdown.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation No markdown
Reference 88
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.113209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c6772275-d7f8-47e5-9bbc-52b4f224b846 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 89
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.124894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 822c5dd0-a0a4-4554-8d8b-2237624ecb9b · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 90
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.063226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8b338129-16d0-45fe-9836-0f4f1334e4b0 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 91
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.144181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 669bf717-c68f-4164-806c-085fa808f4d7 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 92
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.168378Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ab7eb4eb-041f-4d7e-9a06-3b90382711ba · outbound
This paper cites question.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation question
Reference 93
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.059814Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 38f642f1-d28c-41aa-a5ef-c9a55046c787 · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 94
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.052905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0bfbcee4-a1df-4177-8007-9464cea2137d · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 95
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.109375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c58d7537-2c96-4f04-9d42-a55748c70feb · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 96
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.054466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 929864c6-6939-45ab-9dc3-ac9fed62031d · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 97
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.156475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f3865f4b-837b-48f5-acdd-7ef86985657a · outbound
This paper cites an unresolved cited work.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Unresolved cited work
Reference 98
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T14:41:24.136919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1dadf41b-110f-48e0-b9ac-c758e3063f6a · outbound
This paper cites Evaluate whether the incorrect options are plausible, domain−relevant, and sufficiently challenging.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Evaluate whether the incorrect options are plausible, domain−relevant, and sufficiently challenging
Reference 99
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.073513Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1321e2ef-0b29-48e8-ac7a-c6b074b4d5c0 · outbound
This paper cites Penalize shallow, generic, weakly justified, or weakly image−grounded analysis.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation Penalize shallow, generic, weakly justified, or weakly image−grounded analysis
Reference 100
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.016145Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b9e20d68-ef74-4b83-a6d2-2d9ca4a15ba0 · outbound
This paper cites This score should be discriminative and suitable for ranking.
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation This score should be discriminative and suitable for ranking
Reference 101
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T14:41:24.021643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
No inbound Pith citation observations are available.